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BibTeX records: Gautam Shroff
@inproceedings{DBLP:conf/aaai/SinghalS25,
author = {Kartik Singhal and
Gautam Shroff},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction
and Reasoning Corpus {(ARC)}},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {20506--20513},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i19.34259},
doi = {10.1609/AAAI.V39I19.34259},
timestamp = {Thu, 17 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghalS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghalS25a,
author = {Kartik Singhal and
Gautam Shroff},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction
and Reasoning Corpus {(ARC)} (Student Abstract)},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {29493--29494},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i28.35300},
doi = {10.1609/AAAI.V39I28.35300},
timestamp = {Thu, 17 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghalS25a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-20117,
author = {Shubham Gandhi and
Dhruv Shah and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
title = {ResearchCodeAgent: An {LLM} Multi-Agent System for Automated Codification
of Research Methodologies},
journal = {CoRR},
volume = {abs/2504.20117},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.20117},
doi = {10.48550/ARXIV.2504.20117},
eprinttype = {arXiv},
eprint = {2504.20117},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-20117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiml2/Gandhi0VS24,
author = {Shubham Gandhi and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
title = {BudgetMLAgent: {A} Cost-Effective {LLM} Multi-Agent system for Automating
Machine Learning Tasks},
booktitle = {Proceedings of the 4th International Conference on {AI-ML} Systems,
AIMLSystems 2024, Baton Rouge, Louisiana, USA, October 8-11, 2024},
pages = {3:1--3:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3703412.3703416},
doi = {10.1145/3703412.3703416},
timestamp = {Tue, 08 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiml2/Gandhi0VS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/MukherjeeSS24,
author = {Aniruddha Mukherjee and
Rekha Singhal and
Gautam Shroff},
title = {Numin: Weighted-Majority Ensembles for Intraday Trading},
booktitle = {Proceedings of the 5th {ACM} International Conference on {AI} in Finance,
{ICAIF} 2024, Brooklyn, NY, USA, November 14-17, 2024},
pages = {703--710},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3677052.3698656},
doi = {10.1145/3677052.3698656},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/MukherjeeSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GuptaGNVS24,
author = {Muskan Gupta and
Priyanka Gupta and
Jyoti Narwariya and
Lovekesh Vig and
Gautam Shroff},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {{SCM4SR:} Structural Causal Model-based Data Augmentation for Robust
Session-based Recommendation},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {2609--2613},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657940},
doi = {10.1145/3626772.3657940},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GuptaGNVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04382,
author = {Harshit Nigam and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
title = {Acceleron: {A} Tool to Accelerate Research Ideation},
journal = {CoRR},
volume = {abs/2403.04382},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04382},
doi = {10.48550/ARXIV.2403.04382},
eprinttype = {arXiv},
eprint = {2403.04382},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12842,
author = {Arushi Jain and
Shubham Paliwal and
Monika Sharma and
Lovekesh Vig and
Gautam Shroff},
title = {SmartFlow: Robotic Process Automation using LLMs},
journal = {CoRR},
volume = {abs/2405.12842},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12842},
doi = {10.48550/ARXIV.2405.12842},
eprinttype = {arXiv},
eprint = {2405.12842},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-07464,
author = {Shubham Gandhi and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
title = {BudgetMLAgent: {A} Cost-Effective {LLM} Multi-Agent system for Automating
Machine Learning Tasks},
journal = {CoRR},
volume = {abs/2411.07464},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.07464},
doi = {10.48550/ARXIV.2411.07464},
eprinttype = {arXiv},
eprint = {2411.07464},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-07464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-03167,
author = {Aniruddha Mukherjee and
Rekha Singhal and
Gautam Shroff},
title = {Numin: Weighted-Majority Ensembles for Intraday Trading},
journal = {CoRR},
volume = {abs/2412.03167},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.03167},
doi = {10.48550/ARXIV.2412.03167},
eprinttype = {arXiv},
eprint = {2412.03167},
timestamp = {Mon, 13 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-03167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-07322,
author = {Kartik Singhal and
Gautam Shroff},
title = {ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction
and Reasoning Corpus {(ARC)}},
journal = {CoRR},
volume = {abs/2412.07322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.07322},
doi = {10.48550/ARXIV.2412.07322},
eprinttype = {arXiv},
eprint = {2412.07322},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-07322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/BhaisahebPPPVS23,
author = {Shabbirhussain Bhaisaheb and
Shubham Paliwal and
Rajaswa Patil and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Program Synthesis for Complex {QA} on Charts via Probabilistic Grammar
Based Filtered Iterative Back-Translation},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {2456--2470},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.189},
doi = {10.18653/V1/2023.FINDINGS-EACL.189},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/BhaisahebPPPVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecom/NarwariyaGGVS23,
author = {Jyoti Narwariya and
Priyanka Gupta and
Garima Gupta and
Lovekesh Vig and
Gautam Shroff},
editor = {Surya Kallumadi and
Yubin Kim and
Tracy Holloway King and
Shervin Malmasi and
Maarten de Rijke and
Jacopo Tagliabue},
title = {{X4SR:} Post-Hoc Explanations for Session-based Recommendations},
booktitle = {Proceedings of the 2023 {SIGIR} Workshop on eCommerce co-located with
the 46th International {ACM} {SIGIR} Conference on Research and Development
in Information Retrieval {(SIGIR} 2023), Taipei, Taiwan, July 27,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3589},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3589/paper\_26.pdf},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecom/NarwariyaGGVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/NabarS23,
author = {Omkar Nabar and
Gautam Shroff},
title = {Conservative Predictions on Noisy Financial Data},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {427--435},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626859},
doi = {10.1145/3604237.3626859},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/NabarS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PanditS0V23,
author = {Shrey Pandit and
Gautam Shroff and
Ashwin Srinivasan and
Lovekesh Vig},
editor = {Miguel Couceiro and
Stergos D. Afantenos and
Pierre{-}Alexandre Murena},
title = {Can LLMs solve generative visual analogies?},
booktitle = {Proceedings of the Workshop on the Interactions between Analogical
Reasoning and Machine Learning co-located with International Joint
Conference on Artificial Intelligence {(IJCAI} 2023), Macau, China,
August 21, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3492},
pages = {30--32},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3492/paper3.pdf},
timestamp = {Tue, 26 Sep 2023 16:58:13 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PanditS0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PatraHDSV23,
author = {Rishabh Patra and
Ramya Hebbalaguppe and
Tirtharaj Dash and
Gautam Shroff and
Lovekesh Vig},
title = {Calibrating Deep Neural Networks using Explicit Regularisation and
Dynamic Data Pruning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {1541--1549},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00159},
doi = {10.1109/WACV56688.2023.00159},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/PatraHDSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08996,
author = {S. I. Harini and
Gautam Shroff and
Ashwin Srinivasan and
Prayushi Faldu and
Lovekesh Vig},
title = {Neuro-symbolic Meta Reinforcement Learning for Trading},
journal = {CoRR},
volume = {abs/2302.08996},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08996},
doi = {10.48550/ARXIV.2302.08996},
eprinttype = {arXiv},
eprint = {2302.08996},
timestamp = {Wed, 04 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02582,
author = {Aseem Arora and
Shabbirhussain Bhaisaheb and
Harshit Nigam and
Manasi Patwardhan and
Lovekesh Vig and
Gautam Shroff},
title = {Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain
Adapted Least-To-Most Prompting},
journal = {CoRR},
volume = {abs/2308.02582},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02582},
doi = {10.48550/ARXIV.2308.02582},
eprinttype = {arXiv},
eprint = {2308.02582},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11815,
author = {Omkar Nabar and
Gautam Shroff},
title = {Conservative Predictions on Noisy Financial Data},
journal = {CoRR},
volume = {abs/2310.11815},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11815},
doi = {10.48550/ARXIV.2310.11815},
eprinttype = {arXiv},
eprint = {2310.11815},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SonwaneSV0D22,
author = {Atharv Sonwane and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan and
Tirtharaj Dash},
title = {Solving Visual Analogies Using Neural Algorithmic Reasoning (Student
Abstract)},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {13055--13056},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21664},
doi = {10.1609/AAAI.V36I11.21664},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SonwaneSV0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/ChallaSBS22,
author = {Aditya Challa and
Ashwin Srinivasan and
Michael Bain and
Gautam Shroff},
editor = {Stephen H. Muggleton and
Alireza Tamaddoni{-}Nezhad},
title = {A Program-Synthesis Challenge for ARC-Like Tasks},
booktitle = {Inductive Logic Programming - 31st International Conference, {ILP}
2022, Windsor Great Park, UK, September 28-30, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13779},
pages = {25--39},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-55630-2\_3},
doi = {10.1007/978-3-031-55630-2\_3},
timestamp = {Fri, 29 Mar 2024 23:01:34 +0100},
biburl = {https://dblp.org/rec/conf/ilp/ChallaSBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/VarshneyPKVS22,
author = {Vaibhav Varshney and
Mayur Patidar and
Rajat Kumar and
Lovekesh Vig and
Gautam Shroff},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Prompt Augmented Generative Replay via Supervised Contrastive Learning
for Lifelong Intent Detection},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1113--1127},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.84},
doi = {10.18653/V1/2022.FINDINGS-NAACL.84},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/VarshneyPKVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/KumarPVVS22,
author = {Rajat Kumar and
Mayur Patidar and
Vaibhav Varshney and
Lovekesh Vig and
Gautam Shroff},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Intent Detection and Discovery from User Logs via Deep Semi-Supervised
Contrastive Clustering},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1836--1853},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.134},
doi = {10.18653/V1/2022.NAACL-MAIN.134},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/KumarPVVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/SonwaneLMSV22,
author = {Atharv Sonwane and
Abhinav Lalwani and
Sweta Mahajan and
Gautam Shroff and
Lovekesh Vig},
editor = {Artur S. d'Avila Garcez and
Ernesto Jim{\'{e}}nez{-}Ruiz},
title = {Neural Analogical Reasoning},
booktitle = {Proceedings of the 16th International Workshop on Neural-Symbolic
Learning and Reasoning as part of the 2nd International Joint Conference
on Learning {\&} Reasoning {(IJCLR} 2022), Cumberland Lodge, Windsor
Great Park, UK, September 28-30, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3212},
pages = {120--141},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3212/paper9.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:33 +0100},
biburl = {https://dblp.org/rec/conf/nesy/SonwaneLMSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/ShahSSVDS22,
author = {Vishwa Shah and
Aditya Sharma and
Gautam Shroff and
Lovekesh Vig and
Tirtharaj Dash and
Ashwin Srinivasan},
editor = {Artur S. d'Avila Garcez and
Ernesto Jim{\'{e}}nez{-}Ruiz},
title = {Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces},
booktitle = {Proceedings of the 16th International Workshop on Neural-Symbolic
Learning and Reasoning as part of the 2nd International Joint Conference
on Learning {\&} Reasoning {(IJCLR} 2022), Cumberland Lodge, Windsor
Great Park, UK, September 28-30, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3212},
pages = {142--154},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3212/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nesy/ShahSSVDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tl4nlp/PatilPKVS22,
author = {Rajaswa Patil and
Manasi Patwardhan and
Shirish Karande and
Lovekesh Vig and
Gautam Shroff},
editor = {Alon Albalak and
Chunting Zhou and
Colin Raffel and
Deepak Ramachandran and
Sebastian Ruder and
Xuezhe Ma},
title = {Exploring Dimensions of Generalizability and Few-shot Transfer for
Text-to-SQL Semantic Parsing},
booktitle = {Transfer Learning for Natural Language Processing Workshop, 03 December
2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {203},
pages = {103--114},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v203/patil23a.html},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tl4nlp/PatilPKVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08137,
author = {Garima Gupta and
Lovekesh Vig and
Gautam Shroff},
title = {{DRTCI:} Learning Disentangled Representations for Temporal Causal
Inference},
journal = {CoRR},
volume = {abs/2201.08137},
year = {2022},
url = {https://arxiv.org/abs/2201.08137},
eprinttype = {arXiv},
eprint = {2201.08137},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12578,
author = {Diksha Garg and
Pankaj Malhotra and
Anil Bhatia and
Sanjay Bhat and
Lovekesh Vig and
Gautam Shroff},
title = {Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression},
journal = {CoRR},
volume = {abs/2202.12578},
year = {2022},
url = {https://arxiv.org/abs/2202.12578},
eprinttype = {arXiv},
eprint = {2202.12578},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06852,
author = {Vibhor Gupta and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Continual Learning for Multivariate Time Series Tasks with Variable
Input Dimensions},
journal = {CoRR},
volume = {abs/2203.06852},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06852},
doi = {10.48550/ARXIV.2203.06852},
eprinttype = {arXiv},
eprint = {2203.06852},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08750,
author = {Vishwa Shah and
Aditya Sharma and
Gautam Shroff and
Lovekesh Vig and
Tirtharaj Dash and
Ashwin Srinivasan},
title = {Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces},
journal = {CoRR},
volume = {abs/2209.08750},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08750},
doi = {10.48550/ARXIV.2209.08750},
eprinttype = {arXiv},
eprint = {2209.08750},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16047,
author = {Vedant Shah and
Aditya Agrawal and
Lovekesh Vig and
Ashwin Srinivasan and
Gautam Shroff and
Tanmay T. Verlekar},
title = {Neural Feature-Adaptation for Symbolic Predictions Using Pre-Training
and Semantic Loss},
journal = {CoRR},
volume = {abs/2211.16047},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16047},
doi = {10.48550/ARXIV.2211.16047},
eprinttype = {arXiv},
eprint = {2211.16047},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10005,
author = {Ramya Hebbalaguppe and
Rishabh Patra and
Tirtharaj Dash and
Gautam Shroff and
Lovekesh Vig},
title = {Calibrating Deep Neural Networks using Explicit Regularisation and
Dynamic Data Pruning},
journal = {CoRR},
volume = {abs/2212.10005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10005},
doi = {10.48550/ARXIV.2212.10005},
eprinttype = {arXiv},
eprint = {2212.10005},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GuptaSMVS21,
author = {Priyanka Gupta and
Ankit Sharma and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {CauSeR: Causal Session-based Recommendations for Handling Popularity
Bias},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3048--3052},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482071},
doi = {10.1145/3459637.3482071},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GuptaSMVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/SrivastavaPCABS21,
author = {Saurabh Srivastava and
Mayur Patidar and
Sudip Chowdhury and
Puneet Agarwal and
Indrajit Bhattacharya and
Gautam Shroff},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Complex Question Answering on knowledge graphs using machine translation
and multi-task learning},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {3428--3439},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.300},
doi = {10.18653/V1/2021.EACL-MAIN.300},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/SrivastavaPCABS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuptaNMVS21,
author = {Vibhor Gupta and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Continual Learning for Multivariate Time Series Tasks with Variable
Input Dimensions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {161--170},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00026},
doi = {10.1109/ICDM51629.2021.00026},
timestamp = {Mon, 31 Jan 2022 08:58:55 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuptaNMVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MalikGVS21,
author = {Manasi Malik and
Garima Gupta and
Lovekesh Vig and
Gautam Shroff},
title = {{BCQ4DCA:} Budget Constrained Deep Q-Network for Dynamic Campaign
Allocation in Computational Advertising},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533838},
doi = {10.1109/IJCNN52387.2021.9533838},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MalikGVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09947,
author = {Atharv Sonwane and
Sharad Chitlangia and
Tirtharaj Dash and
Lovekesh Vig and
Gautam Shroff and
Ashwin Srinivasan},
title = {Using Program Synthesis and Inductive Logic Programming to solve Bongard
Problems},
journal = {CoRR},
volume = {abs/2110.09947},
year = {2021},
url = {https://arxiv.org/abs/2110.09947},
eprinttype = {arXiv},
eprint = {2110.09947},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10233,
author = {Vedant Shah and
Gautam Shroff},
title = {Forecasting Market Prices using {DL} with Data Augmentation and Meta-learning:
{ARIMA} still wins!},
journal = {CoRR},
volume = {abs/2110.10233},
year = {2021},
url = {https://arxiv.org/abs/2110.10233},
eprinttype = {arXiv},
eprint = {2110.10233},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10361,
author = {Atharv Sonwane and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan and
Tirtharaj Dash},
title = {Solving Visual Analogies Using Neural Algorithmic Reasoning},
journal = {CoRR},
volume = {abs/2111.10361},
year = {2021},
url = {https://arxiv.org/abs/2111.10361},
eprinttype = {arXiv},
eprint = {2111.10361},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhir/GuptaMNVS20,
author = {Priyanka Gupta and
Pankaj Malhotra and
Jyoti Narwariya and
Lovekesh Vig and
Gautam Shroff},
title = {Transfer Learning for Clinical Time Series Analysis Using Deep Neural
Networks},
journal = {J. Heal. Informatics Res.},
volume = {4},
number = {2},
pages = {112--137},
year = {2020},
url = {https://doi.org/10.1007/s41666-019-00062-3},
doi = {10.1007/S41666-019-00062-3},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhir/GuptaMNVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SrinivasanVS20,
author = {Ashwin Srinivasan and
Lovekesh Vig and
Gautam Shroff},
title = {Constructing generative logical models for optimisation problems using
domain knowledge},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1371--1392},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05842-x},
doi = {10.1007/S10994-019-05842-X},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/NarwariyaMVST20,
author = {Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff and
Vishnu TV},
editor = {Rishiraj Saha Roy},
title = {Meta-Learning for Few-Shot Time Series Classification},
booktitle = {CoDS-COMAD 2020: 7th {ACM} {IKDD} CoDS and 25th COMAD, Hyderabad India,
January 5-7, 2020},
pages = {28--36},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3371158.3371162},
doi = {10.1145/3371158.3371162},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/NarwariyaMVST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RastogiARVAS020,
author = {Mouli Rastogi and
Syed Afshan Ali and
Mrinal Rawat and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff and
Ashwin Srinivasan},
title = {Information Extraction from Document Images via {FCA} based Template
Detection and Knowledge Graph Rule Induction},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {2377--2385},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w34/Rastogi\_Information\_Extraction\_From\_Document\_Images\_via\_FCA-Based\_Template\_Detection\_and\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00287},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RastogiARVAS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SharmaGPCVS20,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {MultiMBNN: Matched and Balanced Causal Inference with Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {25--30},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-109.pdf},
timestamp = {Fri, 29 Jan 2021 22:08:59 +0100},
biburl = {https://dblp.org/rec/conf/esann/SharmaGPCVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KumarGPCVS20,
author = {Sachin Kumar and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {{CAMTA:} Causal Attention Model for Multi-touch Attribution},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {79--86},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020.00020},
doi = {10.1109/ICDMW51313.2020.00020},
timestamp = {Sun, 21 Feb 2021 16:22:10 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KumarGPCVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SrivastavaASVV20,
author = {Saurabh Srivastava and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig and
Vidya Vikas},
title = {Capsule Based Neural Network Architecture to perform completeness
check for Patent Eligibility Process},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207163},
doi = {10.1109/IJCNN48605.2020.9207163},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SrivastavaASVV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SharmaGPCVS20,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Hi-CI: Deep Causal Inference in High Dimensions},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {39--61},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/sharma20a.html},
timestamp = {Fri, 11 Dec 2020 12:14:42 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SharmaGPCVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SrivastavaKSVVA20,
author = {Himani Srivastava and
Prerna Khurana and
Saurabh Srivastava and
Vaibhav Varshney and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
editor = {Giuseppe Di Fabbrizio and
Surya Kallumadi and
Utkarsh Porwal and
Thrivikrama Taula},
title = {Improved Question Answering using Domain Prediction},
booktitle = {Proceedings of the {KDD} 2020 Workshop on Conversational Systems Towards
Mainstream Adoption co-located with the 26TH {ACM} {SIGKDD} Conference
on Knowledge Discovery and Data Mining {(SIGKDD} 2020), Virtual Workshop,
August 24, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2666},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2666/KDD\_Converse20\_paper\_6.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:46 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SrivastavaKSVVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MahajanSVKKNDSS20,
author = {Kushagra Mahajan and
Monika Sharma and
Lovekesh Vig and
Rishab Khincha and
Soundarya Krishnan and
Adithya Niranjan and
Tirtharaj Dash and
Ashwin Srinivasan and
Gautam Shroff},
editor = {Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Sarah E. Gerard and
Bianca Lassen{-}Schmidt and
Colin Jacobs and
Reinhard Beichel and
Kensaku Mori},
title = {CovidDiagnosis: Deep Diagnosis of {COVID-19} Patients Using Chest
X-Rays},
booktitle = {Thoracic Image Analysis - Second International Workshop, {TIA} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12502},
pages = {61--73},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62469-9\_6},
doi = {10.1007/978-3-030-62469-9\_6},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MahajanSVKKNDSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KundeMPSNSG20,
author = {Shruti Kunde and
Mayank Mishra and
Amey Pandit and
Rekha Singhal and
Manoj Karunakaran Nambiar and
Gautam Shroff and
Shashank Gupta},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {Recommending in changing times},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {714--719},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3418492},
doi = {10.1145/3383313.3418492},
timestamp = {Sun, 19 Jan 2025 13:14:39 +0100},
biburl = {https://dblp.org/rec/conf/recsys/KundeMPSNSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13328,
author = {Manish Shukla and
Rajan MA and
Sachin Lodha and
Gautam Shroff and
Ramesh Raskar},
title = {Privacy Guidelines for Contact Tracing Applications},
journal = {CoRR},
volume = {abs/2004.13328},
year = {2020},
url = {https://arxiv.org/abs/2004.13328},
eprinttype = {arXiv},
eprint = {2004.13328},
timestamp = {Wed, 21 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13446,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {MultiMBNN: Matched and Balanced Causal Inference with Neural Networks},
journal = {CoRR},
volume = {abs/2004.13446},
year = {2020},
url = {https://arxiv.org/abs/2004.13446},
eprinttype = {arXiv},
eprint = {2004.13446},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16556,
author = {Jyoti Narwariya and
Pankaj Malhotra and
Vishnu TV and
Lovekesh Vig and
Gautam Shroff},
title = {Graph Neural Networks for Leveraging Industrial Equipment Structure:
An application to Remaining Useful Life Estimation},
journal = {CoRR},
volume = {abs/2006.16556},
year = {2020},
url = {https://arxiv.org/abs/2006.16556},
eprinttype = {arXiv},
eprint = {2006.16556},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00411,
author = {Vibhor Gupta and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Handling Variable-Dimensional Time Series with Graph Neural Networks},
journal = {CoRR},
volume = {abs/2007.00411},
year = {2020},
url = {https://arxiv.org/abs/2007.00411},
eprinttype = {arXiv},
eprint = {2007.00411},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09858,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {Hi-CI: Deep Causal Inference in High Dimensions},
journal = {CoRR},
volume = {abs/2008.09858},
year = {2020},
url = {https://arxiv.org/abs/2008.09858},
eprinttype = {arXiv},
eprint = {2008.09858},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08984,
author = {Diksha Garg and
Priyanka Gupta and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Batch-Constrained Distributional Reinforcement Learning for Session-based
Recommendation},
journal = {CoRR},
volume = {abs/2012.08984},
year = {2020},
url = {https://arxiv.org/abs/2012.08984},
eprinttype = {arXiv},
eprint = {2012.08984},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11403,
author = {Sachin Kumar and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {{CAMTA:} Casual Attention Model for Multi-touch Attribution},
journal = {CoRR},
volume = {abs/2012.11403},
year = {2020},
url = {https://arxiv.org/abs/2012.11403},
eprinttype = {arXiv},
eprint = {2012.11403},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ShroffK19,
author = {Gautam Shroff and
K. Ananth Krishnan},
title = {Computing research at Tata Consultancy Services},
journal = {Commun. {ACM}},
volume = {62},
number = {11},
pages = {62--63},
year = {2019},
url = {https://doi.org/10.1145/3343443},
doi = {10.1145/3343443},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/ShroffK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PaneriTMVS19,
author = {Kaushal Paneri and
Vishnu TV and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Regularizing Fully Convolutional Networks for Time Series Classification
by Decorrelating Filters},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {10003--10004},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.330110003},
doi = {10.1609/AAAI.V33I01.330110003},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PaneriTMVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-deeplo/PatidarKPKAVS19,
author = {Mayur Patidar and
Surabhi Kumari and
Manasi Patwardhan and
Shirish Karande and
Puneet Agarwal and
Lovekesh Vig and
Gautam Shroff},
editor = {Colin Cherry and
Greg Durrett and
George F. Foster and
Reza Haffari and
Shahram Khadivi and
Nanyun Peng and
Xiang Ren and
Swabha Swayamdipta},
title = {From Monolingual to Multilingual {FAQ} Assistant using Multilingual
Co-training},
booktitle = {Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource
NLP, DeepLo@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019},
pages = {115--123},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-6113},
doi = {10.18653/V1/D19-6113},
timestamp = {Sat, 14 Dec 2024 21:40:11 +0100},
biburl = {https://dblp.org/rec/conf/acl-deeplo/PatidarKPKAVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/VermaSKASS19,
author = {Richa Verma and
Sarmimala Saikia and
Harshad Khadilkar and
Puneet Agarwal and
Gautam Shroff and
Ashwin Srinivasan},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {A Reinforcement Learning Framework for Container Selection and Ship
Load Sequencing in Ports},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {2250--2252},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3332074},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/VermaSKASS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SinghalSKCKVVT19,
author = {Rekha Singhal and
Gautam Shroff and
Mukund Kumar and
Sharod Roy Choudhury and
Sanket Kadarkar and
Rupinder Virk and
Siddharth Verma and
Vartika Tewari},
editor = {Raghu Krishnapuram and
Parag Singla},
title = {Fast Online 'Next Best Offers' using Deep Learning},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2019, Kolkata, India,
January 3-5, 2019},
pages = {217--223},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297001.3297029},
doi = {10.1145/3297001.3297029},
timestamp = {Fri, 25 Dec 2020 01:15:11 +0100},
biburl = {https://dblp.org/rec/conf/comad/SinghalSKCKVVT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/AgarwalRS19,
author = {Puneet Agarwal and
Maya Ramanath and
Gautam Shroff},
editor = {Leif Azzopardi and
Benno Stein and
Norbert Fuhr and
Philipp Mayr and
Claudia Hauff and
Djoerd Hiemstra},
title = {Retrieving Relationships from a Knowledge Graph for Question Answering},
booktitle = {Advances in Information Retrieval - 41st European Conference on {IR}
Research, {ECIR} 2019, Cologne, Germany, April 14-18, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11437},
pages = {35--50},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-15712-8\_3},
doi = {10.1007/978-3-030-15712-8\_3},
timestamp = {Fri, 25 Dec 2020 01:14:14 +0100},
biburl = {https://dblp.org/rec/conf/ecir/AgarwalRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/UkilMBBSMVPS19,
author = {Arijit Ukil and
Pankaj Malhotra and
Soma Bandyopadhyay and
Tulika Bose and
Ishan Sahu and
Ayan Mukherjee and
Lovekesh Vig and
Arpan Pal and
Gautam Shroff},
title = {Fusing Features based on Signal Properties and TimeNet for Time Series
Classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-135.pdf},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/UkilMBBSMVPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KashiparekhNMVS19,
author = {Kathan Kashiparekh and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {ConvTimeNet: {A} Pre-trained Deep Convolutional Neural Network for
Time Series Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852105},
doi = {10.1109/IJCNN.2019.8852105},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KashiparekhNMVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SrivastavaASV19,
author = {Saurabh Srivastava and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig},
title = {Hierarchical Capsule Based Neural Network Architecture for Sequence
Labeling},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852016},
doi = {10.1109/IJCNN.2019.8852016},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SrivastavaASV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/SunderSVSR19,
author = {Vishal Sunder and
Ashwin Srinivasan and
Lovekesh Vig and
Gautam Shroff and
Rohit Rahul},
editor = {Derek Doran and
Artur S. d'Avila Garcez and
Freddy L{\'{e}}cu{\'{e}}},
title = {One-shot Information Extraction from Document Images using Neuro-Deductive
Program Synthesis},
booktitle = {Proceedings of the 2019 International Workshop on Neural-Symbolic
Learning and Reasoning (NeSy 2019), Annual workshop of the Neural-Symbolic
Learning and Reasoning Association, Macao, China, August 12, 2019},
year = {2019},
timestamp = {Wed, 28 Dec 2022 16:42:43 +0100},
biburl = {https://dblp.org/rec/conf/nesy/SunderSVSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuptaSPS19,
author = {Garima Gupta and
Vishal Sunder and
Ranjitha Prasad and
Gautam Shroff},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {{CRESA:} {A} Deep Learning Approach to Competing Risks, Recurrent
Event Survival Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {108--122},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_9},
doi = {10.1007/978-3-030-16145-3\_9},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/GuptaSPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SangroyaSRSA19,
author = {Amit Sangroya and
Pratik Saini and
Mrinal Rawat and
Gautam Shroff and
C. Anantaram},
editor = {Leong Hou U and
Hady W. Lauw},
title = {Natural Language Business Intelligence Question Answering Through
SeqtoSeq Transfer Learning},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17,
2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11607},
pages = {286--297},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-26142-9\_25},
doi = {10.1007/978-3-030-26142-9\_25},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/SangroyaSRSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TVMNVS19,
author = {Vishnu TV and
Pankaj Malhotra and
Jyoti Narwariya and
Lovekesh Vig and
Gautam Shroff},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Meta-Learning for Black-Box Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {366--381},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_22},
doi = {10.1007/978-3-030-46147-8\_22},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TVMNVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GargGMVS19,
author = {Diksha Garg and
Priyanka Gupta and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Sequence and Time Aware Neighborhood for Session-based Recommendations:
{STAN}},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {1069--1072},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331322},
doi = {10.1145/3331184.3331322},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GargGMVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09795,
author = {Vishnu TV and
Diksha Garg and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Data-driven Prognostics with Predictive Uncertainty Estimation using
Ensemble of Deep Ordinal Regression Models},
journal = {CoRR},
volume = {abs/1903.09795},
year = {2019},
url = {http://arxiv.org/abs/1903.09795},
eprinttype = {arXiv},
eprint = {1903.09795},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00655,
author = {Priyanka Gupta and
Pankaj Malhotra and
Jyoti Narwariya and
Lovekesh Vig and
Gautam Shroff},
title = {Transfer Learning for Clinical Time Series Analysis using Deep Neural
Networks},
journal = {CoRR},
volume = {abs/1904.00655},
year = {2019},
url = {http://arxiv.org/abs/1904.00655},
eprinttype = {arXiv},
eprint = {1904.00655},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12546,
author = {Kathan Kashiparekh and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {ConvTimeNet: {A} Pre-trained Deep Convolutional Neural Network for
Time Series Classification},
journal = {CoRR},
volume = {abs/1904.12546},
year = {2019},
url = {http://arxiv.org/abs/1904.12546},
eprinttype = {arXiv},
eprint = {1904.12546},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13368,
author = {Rekha Singhal and
Gautam Shroff and
Mukund Kumar and
Sharod Roy Choudhury and
Sanket Kadarkar and
Rupinder Virk and
Siddharth Verma and
Vartika Tewari},
title = {Fast Online "Next Best Offers" using Deep Learning},
journal = {CoRR},
volume = {abs/1905.13368},
year = {2019},
url = {http://arxiv.org/abs/1905.13368},
eprinttype = {arXiv},
eprint = {1905.13368},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02427,
author = {Vishal Sunder and
Ashwin Srinivasan and
Lovekesh Vig and
Gautam Shroff and
Rohit Rahul},
title = {One-shot Information Extraction from Document Images using Neuro-Deductive
Program Synthesis},
journal = {CoRR},
volume = {abs/1906.02427},
year = {2019},
url = {http://arxiv.org/abs/1906.02427},
eprinttype = {arXiv},
eprint = {1906.02427},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06901,
author = {Vishnu TV and
Pankaj Malhotra and
Jyoti Narwariya and
Lovekesh Vig and
Gautam Shroff},
title = {Meta-Learning for Black-box Optimization},
journal = {CoRR},
volume = {abs/1907.06901},
year = {2019},
url = {http://arxiv.org/abs/1907.06901},
eprinttype = {arXiv},
eprint = {1907.06901},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04276,
author = {Priyanka Gupta and
Diksha Garg and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {{NISER:} Normalized Item and Session Representations with Graph Neural
Networks},
journal = {CoRR},
volume = {abs/1909.04276},
year = {2019},
url = {http://arxiv.org/abs/1909.04276},
eprinttype = {arXiv},
eprint = {1909.04276},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07155,
author = {Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff and
Vishnu TV},
title = {Meta-Learning for Few-Shot Time Series Classification},
journal = {CoRR},
volume = {abs/1909.07155},
year = {2019},
url = {http://arxiv.org/abs/1909.07155},
eprinttype = {arXiv},
eprint = {1909.07155},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03960,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population},
journal = {CoRR},
volume = {abs/1912.03960},
year = {2019},
url = {http://arxiv.org/abs/1912.03960},
eprinttype = {arXiv},
eprint = {1912.03960},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DVSA18,
author = {Vishwanath D and
Lovekesh Vig and
Gautam Shroff and
Puneet Agarwal},
title = {{MEETING} {BOT:} Reinforcement Learning for Dialogue Based Meeting
Scheduling},
booktitle = {The Workshops of the The Thirty-Second {AAAI} Conference on Artificial
Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018},
series = {{AAAI} Technical Report},
volume = {{WS-18}},
pages = {699--705},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/WS/AAAIW18/paper/view/17336},
timestamp = {Mon, 04 Sep 2023 16:46:41 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DVSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/DRSSCSVSS18,
author = {Vishwanath D and
Rohit Rahul and
Gunjan Sehgal and
Swati and
Arindam Chowdhury and
Monika Sharma and
Lovekesh Vig and
Gautam Shroff and
Ashwin Srinivasan},
editor = {Gustavo Carneiro and
Shaodi You},
title = {Deep Reader: Information Extraction from Document Images via Relation
Extraction and Natural Language},
booktitle = {Computer Vision - {ACCV} 2018 Workshops - 14th Asian Conference on
Computer Vision, Perth, Australia, December 2-6, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11367},
pages = {186--201},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-21074-8\_15},
doi = {10.1007/978-3-030-21074-8\_15},
timestamp = {Tue, 18 Apr 2023 21:52:49 +0200},
biburl = {https://dblp.org/rec/conf/accv/DRSSCSVSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PatidarAVS18,
author = {Mayur Patidar and
Puneet Agarwal and
Lovekesh Vig and
Gautam Shroff},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Automatic Conversational Helpdesk Solution using Seq2Seq and Slot-filling
Models},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1967--1975},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3272029},
doi = {10.1145/3269206.3272029},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PatidarAVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SinghGTS18,
author = {Karamjit Singh and
Garima Gupta and
Vartika Tewari and
Gautam Shroff},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {Comparative benchmarking of causal discovery algorithms},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {46--56},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152499},
doi = {10.1145/3152494.3152499},
timestamp = {Fri, 10 May 2024 15:57:21 +0200},
biburl = {https://dblp.org/rec/conf/comad/SinghGTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SauravMTGVAS18,
author = {Sakti Saurav and
Pankaj Malhotra and
Vishnu TV and
Narendhar Gugulothu and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {Online anomaly detection with concept drift adaptation using recurrent
neural networks},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {78--87},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152501},
doi = {10.1145/3152494.3152501},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/SauravMTGVAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SaikiaVASVS18,
author = {Sarmimala Saikia and
Richa Verma and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan},
title = {Evolutionary {RL} for Container Loading},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-149.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SaikiaVASVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SinghACSKPBBSK18,
author = {Mahesh P. Singh and
Puneet Agarwal and
Ashish Chaudhary and
Gautam Shroff and
Prerna Khurana and
Mayur Patidar and
Vivek Bisht and
Rachit Bansal and
Prateek Sachan and
Rohit Kumar},
title = {{KNADIA:} Enterprise KNowledge Assisted DIAlogue Systems Using Deep
Learning},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1423--1434},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00161},
doi = {10.1109/ICDE.2018.00161},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SinghACSKPBBSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuptaMVS18,
author = {Priyanka Gupta and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Oladimeji Farri and
Aili Guo and
Sadid A. Hasan and
Zina M. Ibrahim and
Cindy Marling and
Jesse Raffa and
Jonathan Rubin and
Honghan Wu},
title = {Using Features From Pre-trained TimeNET For Clinical Predictions},
booktitle = {Proceedings of the 3rd International Workshop on Knowledge Discovery
in Healthcare Data co-located with the 27th International Joint Conference
on Artificial Intelligence and the 23rd European Conference on Artificial
Intelligence {(IJCAI-ECAI} 2018), Stockholm, Schweden, July 13, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2148},
pages = {38--44},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2148/paper06.pdf},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuptaMVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KhuranaASV18,
author = {Prerna Khurana and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig},
editor = {Yike Guo and
Faisal Farooq},
title = {Resolving Abstract Anaphora Implicitly in Conversational Assistants
using a Hierarchically stacked {RNN}},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {433--442},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219915},
doi = {10.1145/3219819.3219915},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KhuranaASV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/BhagwatGGRS18,
author = {Pravin Bhagwat and
Andrea Goldsmith and
Manish Gupta and
Rajeev Rastogi and
Gautam Shroff},
editor = {Rajeev Shorey and
Rohan Murty and
Yingying (Jennifer) Chen and
Kyle Jamieson},
title = {MobiCom'18 Panel: Hammer {\&} Nail vis-a-vis {AI} / {ML} Applications
to Networked Systems},
booktitle = {Proceedings of the 24th Annual International Conference on Mobile
Computing and Networking, MobiCom 2018, New Delhi, India, October
29 - November 02, 2018},
pages = {653--654},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3241539.3241590},
doi = {10.1145/3241539.3241590},
timestamp = {Mon, 19 Apr 2021 12:42:35 +0200},
biburl = {https://dblp.org/rec/conf/mobicom/BhagwatGGRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/SehgalRGGSS18,
author = {Gunjan Sehgal and
Mrinal Rawat and
Bindu Gupta and
Garima Gupta and
Geetika Sharma and
Gautam Shroff},
editor = {Christian Tominski and
Tatiana von Landesberger},
title = {Visual Predictive Analytics using iFuseML},
booktitle = {9th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis
2018, Brno, Czech Republic, June 4, 2018},
pages = {13--17},
publisher = {Eurographics Association},
year = {2018},
url = {https://doi.org/10.2312/eurova.20181106},
doi = {10.2312/EUROVA.20181106},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vissym/SehgalRGGSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06664,
author = {Sarmimala Saikia and
Richa Verma and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan},
title = {Evolutionary {RL} for Container Loading},
journal = {CoRR},
volume = {abs/1805.06664},
year = {2018},
url = {http://arxiv.org/abs/1805.06664},
eprinttype = {arXiv},
eprint = {1805.06664},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01705,
author = {Priyanka Gupta and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
title = {Transfer Learning for Clinical Time Series Analysis using Recurrent
Neural Networks},
journal = {CoRR},
volume = {abs/1807.01705},
year = {2018},
url = {http://arxiv.org/abs/1807.01705},
eprinttype = {arXiv},
eprint = {1807.01705},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07066,
author = {Vishal Sunder and
Lovekesh Vig and
Arnab Chatterjee and
Gautam Shroff},
title = {Prosocial or Selfish? Agents with different behaviors for Contract
Negotiation using Reinforcement Learning},
journal = {CoRR},
volume = {abs/1809.07066},
year = {2018},
url = {http://arxiv.org/abs/1809.07066},
eprinttype = {arXiv},
eprint = {1809.07066},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04377,
author = {Vishwanath D and
Rohit Rahul and
Gunjan Sehgal and
Swati and
Arindam Chowdhury and
Monika Sharma and
Lovekesh Vig and
Gautam Shroff and
Ashwin Srinivasan},
title = {Deep Reader: Information extraction from Document images via relation
extraction and Natural Language},
journal = {CoRR},
volume = {abs/1812.04377},
year = {2018},
url = {http://arxiv.org/abs/1812.04377},
eprinttype = {arXiv},
eprint = {1812.04377},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-11158,
author = {Vishwanath D and
Lovekesh Vig and
Gautam Shroff and
Puneet Agarwal},
title = {{MEETING} {BOT:} Reinforcement Learning for Dialogue Based Meeting
Scheduling},
journal = {CoRR},
volume = {abs/1812.11158},
year = {2018},
url = {http://arxiv.org/abs/1812.11158},
eprinttype = {arXiv},
eprint = {1812.11158},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-11158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KhuranaASVS17,
author = {Prerna Khurana and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Hybrid BiLSTM-Siamese network for {FAQ} Assistance},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {537--545},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132861},
doi = {10.1145/3132847.3132861},
timestamp = {Wed, 08 Oct 2025 07:50:15 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KhuranaASVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/YadavVS17,
author = {Mohit Yadav and
Lovekesh Vig and
Gautam Shroff},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Learning and Knowledge Transfer with Memory Networks for Machine Comprehension},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 1: Long Papers},
pages = {850--859},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-1080},
doi = {10.18653/V1/E17-1080},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/YadavVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MalhotraTVAS17,
author = {Pankaj Malhotra and
Vishnu TV and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {TimeNet: Pre-trained deep recurrent neural network for time series
classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MalhotraTVAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/GuptaPSSSS17,
author = {Bindu Gupta and
Kaushal Paneri and
Gunjan Sehgal and
Karamjit Singh and
Geetika Sharma and
Gautam Shroff},
editor = {Brian D. Fisher and
Shixia Liu and
Tobias Schreck},
title = {Visual Statistical Analysis of Environmental Sensor Data},
booktitle = {12th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2017, Phoenix, AZ, USA, October 3-6, 2017},
pages = {245--246},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/VAST.2017.8585515},
doi = {10.1109/VAST.2017.8585515},
timestamp = {Wed, 03 Feb 2021 15:08:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/GuptaPSSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/VishalYVS17,
author = {Sunder Vishal and
Mohit Yadav and
Lovekesh Vig and
Gautam Shroff},
editor = {Greg Kondrak and
Taro Watanabe},
title = {Information Bottleneck Inspired Method For Chat Text Segmentation},
booktitle = {Proceedings of the Eighth International Joint Conference on Natural
Language Processing, {IJCNLP} 2017, Taipei, Taiwan, November 27 -
December 1, 2017 - Volume 1: Long Papers},
pages = {194--203},
publisher = {Asian Federation of Natural Language Processing},
year = {2017},
url = {https://aclanthology.org/I17-1020/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/VishalYVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SinghGSA17,
author = {Karamjit Singh and
Garima Gupta and
Gautam Shroff and
Puneet Agarwal},
editor = {U Kang and
Ee{-}Peng Lim and
Jeffrey Xu Yu and
Yang{-}Sae Moon},
title = {Automated Product-Attribute Mapping},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2017 Workshops, MLSDA, BDM, DM-BPM, Jeju, South Korea, May 23, 2017,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10526},
pages = {163--175},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67274-8\_15},
doi = {10.1007/978-3-319-67274-8\_15},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/SinghGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinghGVSA17,
author = {Karamjit Singh and
Garima Gupta and
Lovekesh Vig and
Gautam Shroff and
Puneet Agarwal},
title = {Deep Convolutional Neural Networks for Pairwise Causality},
journal = {CoRR},
volume = {abs/1701.00597},
year = {2017},
url = {http://arxiv.org/abs/1701.00597},
eprinttype = {arXiv},
eprint = {1701.00597},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SinghGVSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinghGSA17,
author = {Karamjit Singh and
Garima Gupta and
Gautam Shroff and
Puneet Agarwal},
title = {Minimally-Supervised Attribute Fusion for Data Lakes},
journal = {CoRR},
volume = {abs/1701.01094},
year = {2017},
url = {http://arxiv.org/abs/1701.01094},
eprinttype = {arXiv},
eprint = {1701.01094},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SinghGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SharmaSGSCCS17,
author = {Kiran Sharma and
Gunjan Sehgal and
Bindu Gupta and
Geetika Sharma and
Arnab Chatterjee and
Anirban Chakraborti and
Gautam Shroff},
title = {A complex network analysis of ethnic conflicts and human rights violations},
journal = {CoRR},
volume = {abs/1705.03405},
year = {2017},
url = {http://arxiv.org/abs/1705.03405},
eprinttype = {arXiv},
eprint = {1705.03405},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SharmaSGSCCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MalhotraTVAS17,
author = {Pankaj Malhotra and
Vishnu TV and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {TimeNet: Pre-trained deep recurrent neural network for time series
classification},
journal = {CoRR},
volume = {abs/1706.08838},
year = {2017},
url = {http://arxiv.org/abs/1706.08838},
eprinttype = {arXiv},
eprint = {1706.08838},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MalhotraTVAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06246,
author = {Karamjit Singh and
Garima Gupta and
Vartika Tewari and
Gautam Shroff},
title = {Comparative Benchmarking of Causal Discovery Techniques},
journal = {CoRR},
volume = {abs/1708.06246},
year = {2017},
url = {http://arxiv.org/abs/1708.06246},
eprinttype = {arXiv},
eprint = {1708.06246},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-06246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01073,
author = {Narendhar Gugulothu and
Vishnu TV and
Pankaj Malhotra and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {Predicting Remaining Useful Life using Time Series Embeddings based
on Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1709.01073},
year = {2017},
url = {http://arxiv.org/abs/1709.01073},
eprinttype = {arXiv},
eprint = {1709.01073},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09077,
author = {Gunjan Sehgal and
Bindu Gupta and
Kaushal Paneri and
Karamjit Singh and
Geetika Sharma and
Gautam Shroff},
title = {Crop Planning using Stochastic Visual Optimization},
journal = {CoRR},
volume = {abs/1710.09077},
year = {2017},
url = {http://arxiv.org/abs/1710.09077},
eprinttype = {arXiv},
eprint = {1710.09077},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SinghPPGSAS16,
author = {Karamjit Singh and
Kaushal Paneri and
Aditeya Pandey and
Garima Gupta and
Geetika Sharma and
Puneet Agarwal and
Gautam Shroff},
title = {Visual Bayesian fusion to navigate a data lake},
booktitle = {19th International Conference on Information Fusion, {FUSION} 2016,
Heidelberg, Germany, July 5-8, 2016},
pages = {987--994},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/document/7527993/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/SinghPPGSAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PatidarRCSAS16,
author = {Mayur Patidar and
Shaurya Rohatgi and
Ashish Chaudhary and
Mahesh P. Singh and
Puneet Agarwal and
Gautam Shroff},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Activity Detection from Email Meta-Data Clustering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {568--575},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0087},
doi = {10.1109/ICDMW.2016.0087},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PatidarRCSAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/SrinivasanSVS16,
author = {Ashwin Srinivasan and
Gautam Shroff and
Lovekesh Vig and
Sarmimala Saikia},
editor = {James Cussens and
Alessandra Russo},
title = {Generation of Near-Optimal Solutions Using ILP-Guided Sampling},
booktitle = {Inductive Logic Programming - 26th International Conference, {ILP}
2016, London, UK, September 4-6, 2016, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10326},
pages = {120--131},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-63342-8\_10},
doi = {10.1007/978-3-319-63342-8\_10},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ilp/SrinivasanSVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismar/RamakrishnaHHSG16,
author = {Ramakrishna Perla and
Ehtesham Hassan and
Ramya Hebbalaguppe and
Monika Sharma and
Gaurav Gupta and
Lovekesh Vig and
Geetika Sharma and
Gautam Shroff},
editor = {Eduardo E. Veas and
Tobias Langlotz and
Jos{\'{e}} Mart{\'{\i}}nez{-}Carranza and
Rapha{\"{e}}l Grasset and
Maki Sugimoto and
Alejandro Mart{\'{\i}}n},
title = {An {AR} Inspection Framework: Feasibility Study with Multiple {AR}
Devices},
booktitle = {2016 {IEEE} International Symposium on Mixed and Augmented Reality,
{ISMAR} 2016 Adjunct, Merida, Yucatan, Mexico, September 19-23, 2016},
pages = {221--226},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISMAR-Adjunct.2016.0080},
doi = {10.1109/ISMAR-ADJUNCT.2016.0080},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismar/RamakrishnaHHSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SaikiaVSSAR16,
author = {Sarmimala Saikia and
Lovekesh Vig and
Ashwin Srinivasan and
Gautam Shroff and
Puneet Agarwal and
Richa Rawat},
editor = {Tarek Richard Besold and
Antoine Bordes and
Artur S. d'Avila Garcez and
Greg Wayne},
title = {Neuro-Symbolic EDA-Based Optimization Using ILP-Enhanced DBNs},
booktitle = {Proceedings of the Workshop on Cognitive Computation: Integrating
neural and symbolic approaches 2016 co-located with the 30th Annual
Conference on Neural Information Processing Systems {(NIPS} 2016),
Barcelona, Spain, December 9, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1773},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1773/CoCoNIPS\_2016\_paper7.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:16 +0100},
biburl = {https://dblp.org/rec/conf/nips/SaikiaVSSAR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/KazmiSA16,
author = {Auon Haidar Kazmi and
Gautam Shroff and
Puneet Agarwal},
title = {Generic Framework to Predict Repeat Behavior of Customers Using Their
Transaction History},
booktitle = {2016 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2016, Omaha, NE, USA, October 13-16, 2016},
pages = {449--452},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/WI.2016.0072},
doi = {10.1109/WI.2016.0072},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/KazmiSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalRS16,
author = {Puneet Agarwal and
Maya Ramanath and
Gautam Shroff},
title = {Relationship Queries on Large graphs using Pregel},
journal = {CoRR},
volume = {abs/1605.00060},
year = {2016},
url = {http://arxiv.org/abs/1605.00060},
eprinttype = {arXiv},
eprint = {1605.00060},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AgarwalRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YadavMVSS16,
author = {Mohit Yadav and
Pankaj Malhotra and
Lovekesh Vig and
K. Sriram and
Gautam Shroff},
title = {{ODE} - Augmented Training Improves Anomaly Detection in Sensor Data
from Machines},
journal = {CoRR},
volume = {abs/1605.01534},
year = {2016},
url = {http://arxiv.org/abs/1605.01534},
eprinttype = {arXiv},
eprint = {1605.01534},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YadavMVSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MalhotraRAVAS16,
author = {Pankaj Malhotra and
Anusha Ramakrishnan and
Gaurangi Anand and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection},
journal = {CoRR},
volume = {abs/1607.00148},
year = {2016},
url = {http://arxiv.org/abs/1607.00148},
eprinttype = {arXiv},
eprint = {1607.00148},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MalhotraRAVAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SrinivasanSVSA16,
author = {Ashwin Srinivasan and
Gautam Shroff and
Lovekesh Vig and
Sarmimala Saikia and
Puneet Agarwal},
title = {Generation of Near-Optimal Solutions Using ILP-Guided Sampling},
journal = {CoRR},
volume = {abs/1608.01093},
year = {2016},
url = {http://arxiv.org/abs/1608.01093},
eprinttype = {arXiv},
eprint = {1608.01093},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SrinivasanSVSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MalhotraTRAVAS16,
author = {Pankaj Malhotra and
Vishnu TV and
Anusha Ramakrishnan and
Gaurangi Anand and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {Multi-Sensor Prognostics using an Unsupervised Health Index based
on {LSTM} Encoder-Decoder},
journal = {CoRR},
volume = {abs/1608.06154},
year = {2016},
url = {http://arxiv.org/abs/1608.06154},
eprinttype = {arXiv},
eprint = {1608.06154},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MalhotraTRAVAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SaikiaVSSAR16,
author = {Sarmimala Saikia and
Lovekesh Vig and
Ashwin Srinivasan and
Gautam Shroff and
Puneet Agarwal and
Richa Rawat},
title = {Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs},
journal = {CoRR},
volume = {abs/1612.06528},
year = {2016},
url = {http://arxiv.org/abs/1612.06528},
eprinttype = {arXiv},
eprint = {1612.06528},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SaikiaVSSAR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AgarwalRS15,
author = {Puneet Agarwal and
Maya Ramanath and
Gautam Shroff},
editor = {Ismail Sengor Altingovde and
Berkant Barla Cambazoglu and
Nicola Tonellotto},
title = {Distributed Algorithm for Relationship Queries on Large Graphs},
booktitle = {Proceedings of the 2015 Workshop on Large-Scale and Distributed System
for Information Retrieval, {LSDS-IR} 2015, Melbourne, Australia, October
23, 2015},
pages = {9--12},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2809948.2809949},
doi = {10.1145/2809948.2809949},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AgarwalRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cods/HassanSA15,
author = {Ehtesham Hassan and
Gautam Shroff and
Puneet Agarwal},
editor = {Manish Gupta and
Y. Narahari and
V. S. Subrahmanian and
Indrajit Bhattacharya},
title = {Multi-sensor event detection using shape histograms},
booktitle = {Proceedings of the Second {ACM} {IKDD} Conference on Data Sciences,
Bangalore, CoDS 2015, India, March 18-21, 2015},
pages = {20--29},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2732587.2732591},
doi = {10.1145/2732587.2732591},
timestamp = {Mon, 27 Oct 2025 10:04:23 +0100},
biburl = {https://dblp.org/rec/conf/cods/HassanSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cods/AgarwalSSK15,
author = {Puneet Agarwal and
Gautam Shroff and
Sarmimala Saikia and
Zaigham Khan},
editor = {Manish Gupta and
Y. Narahari and
V. S. Subrahmanian and
Indrajit Bhattacharya},
title = {Efficiently discovering frequent motifs in large-scale sensor data},
booktitle = {Proceedings of the Second {ACM} {IKDD} Conference on Data Sciences,
Bangalore, CoDS 2015, India, March 18-21, 2015},
pages = {98--103},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2732587.2732601},
doi = {10.1145/2732587.2732601},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cods/AgarwalSSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaikiaSAS15,
author = {Sarmimala Saikia and
Gautam Shroff and
Puneet Agarwal and
Ashwin Srinivasan},
title = {Succinctly summarizing machine usage via multi-subspace clustering
of multi-sensor data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344905},
doi = {10.1109/DSAA.2015.7344905},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaikiaSAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghSA15,
author = {Karamjit Singh and
Gautam Shroff and
Puneet Agarwal},
title = {Predictive reliability mining for early warnings in populations of
connected machines},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344806},
doi = {10.1109/DSAA.2015.7344806},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MalhotraVSA15,
author = {Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff and
Puneet Agarwal},
title = {Long Short Term Memory Networks for Anomaly Detection in Time Series},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-56.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MalhotraVSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/AgrawalCSSS15,
author = {Rahul Agrawal and
Anirban Chakraborti and
Karamjit Singh and
Gautam Shroff and
Venkatesh Sarangan},
editor = {Michael Rovatsos and
George A. Vouros and
Vicente Juli{\'{a}}n},
title = {Group-Based Pricing to Shape Demand in Real-Time Electricity Markets},
booktitle = {Multi-Agent Systems and Agreement Technologies - 13th European Conference,
{EUMAS} 2015, and Third International Conference, {AT} 2015, Athens,
Greece, December 17-18, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9571},
pages = {121--128},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-33509-4\_10},
doi = {10.1007/978-3-319-33509-4\_10},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eumas/AgrawalCSSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/YadavSHA15,
author = {Surya Yadav and
Gautam Shroff and
Ehtesham Hassan and
Puneet Agarwal},
title = {Business data fusion},
booktitle = {18th International Conference on Information Fusion, {FUSION} 2015,
Washington, DC, USA, July 6-9, 2015},
pages = {1876--1885},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7266784/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/YadavSHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SharmaSPSSPA15,
author = {Geetika Sharma and
Gautam Shroff and
Aditeya Pandey and
Brijendra Singh and
Gunjan Sehgal and
Kaushal Paneri and
Puneet Agarwal},
title = {Multi-sensor Visual Analytics Supported by Machine-Learning Models},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {668--674},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.190},
doi = {10.1109/ICDMW.2015.190},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharmaSPSSPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalSSK15,
author = {Puneet Agarwal and
Gautam Shroff and
Sarmimala Saikia and
Zaigham Khan},
title = {Efficiently Discovering Frequent Motifs in Large-scale Sensor Data},
journal = {CoRR},
volume = {abs/1501.00405},
year = {2015},
url = {http://arxiv.org/abs/1501.00405},
eprinttype = {arXiv},
eprint = {1501.00405},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AgarwalSSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SaikiaSASPA14,
author = {Sarmimala Saikia and
Gautam Shroff and
Puneet Agarwal and
Ashwin Srinivasan and
Aditeya Pandey and
Gaurangi Anand},
editor = {Srikanta Bedathur and
Divesh Srivastava and
Satyanarayana R. Valluri},
title = {Exploratory Data Analysis Using Alternating Covers of Rules and Exceptions},
booktitle = {20th International Conference on Management of Data, {COMAD} 2014,
Hyderabad, India, December 17-19, 2014},
pages = {105--108},
publisher = {Computer Society of India},
year = {2014},
url = {http://comad.in/comad2014/Proceedings/Poster2.pdf},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/SaikiaSASPA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MalhotraAS14,
author = {Pankaj Malhotra and
Puneet Agarwal and
Gautam Shroff},
editor = {K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia and
Nicole Schweikardt and
Vassilis Christophides and
Vincent Leroy},
title = {Graph-Parallel Entity Resolution using {LSH} {\&} {IMM}},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference
{(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1133},
pages = {41--49},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1133/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MalhotraAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/MalhotraAS14,
author = {Pankaj Malhotra and
Puneet Agarwal and
Gautam Shroff},
title = {Incremental entity fusion from linked documents},
booktitle = {17th International Conference on Information Fusion, {FUSION} 2014,
Salamanca, Spain, July 7-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6916082/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/MalhotraAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ShroffASKSS14,
author = {Gautam Shroff and
Puneet Agarwal and
Karamjit Singh and
Auon Haidar Kazmi and
Sapan Shah and
Avadhut Sardeshmukh},
title = {Prescriptive information fusion},
booktitle = {17th International Conference on Information Fusion, {FUSION} 2014,
Salamanca, Spain, July 7-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6916101/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/ShroffASKSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/SharmaSPAS14,
author = {Geetika Sharma and
Gautam Shroff and
Aditeya Pandey and
Puneet Agarwal and
Ashwin Srinivasan},
editor = {Margit Pohl and
Jonathan C. Roberts},
title = {Interactively Visualizing Summaries of Rules and Exceptions},
booktitle = {5th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis
2014, Swansea, UK, June 9-10, 2014},
publisher = {Eurographics Association},
year = {2014},
url = {https://doi.org/10.2312/eurova.20141146},
doi = {10.2312/EUROVA.20141146},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vissym/SharmaSPAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/ShroffDG14,
author = {Gautam Shroff and
Lipika Dey and
Hiranmay Ghosh},
title = {Enterprise Contextual Intelligence},
booktitle = {2014 {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence
{(WI)} and Intelligent Agent Technologies (IAT), Warsaw, Poland, August
11-14, 2014 - Volume {I}},
pages = {202--209},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/WI-IAT.2014.99},
doi = {10.1109/WI-IAT.2014.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/ShroffDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MalhotraAS14,
author = {Pankaj Malhotra and
Puneet Agarwal and
Gautam Shroff},
title = {Incremental Entity Resolution from Linked Documents},
journal = {CoRR},
volume = {abs/1402.4417},
year = {2014},
url = {http://arxiv.org/abs/1402.4417},
eprinttype = {arXiv},
eprint = {1402.4417},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MalhotraAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HassanSA14,
author = {Ehtesham Hassan and
Gautam Shroff and
Puneet Agarwal},
title = {Multi-Sensor Event Detection using Shape Histograms},
journal = {CoRR},
volume = {abs/1408.3733},
year = {2014},
url = {http://arxiv.org/abs/1408.3733},
eprinttype = {arXiv},
eprint = {1408.3733},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HassanSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinghAS14,
author = {Karamjit Singh and
Puneet Agarwal and
Gautam Shroff},
title = {Warranty Cost Estimation Using Bayesian Network},
journal = {CoRR},
volume = {abs/1411.3197},
year = {2014},
url = {http://arxiv.org/abs/1411.3197},
eprinttype = {arXiv},
eprint = {1411.3197},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SinghAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/AgarwalSM13,
author = {Puneet Agarwal and
Gautam Shroff and
Pankaj Malhotra},
title = {Approximate Incremental Big-Data Harmonization},
booktitle = {{IEEE} International Congress on Big Data, BigData Congress 2013,
Santa Clara, CA, USA, June 27 2013-July 2, 2013},
pages = {118--125},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.Congress.2013.24},
doi = {10.1109/BIGDATA.CONGRESS.2013.24},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdata/AgarwalSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/DeyHMS13,
author = {Lipika Dey and
Sameera Bharadwaja H. and
G. Meera and
Gautam Shroff},
title = {Email Analytics for Activity Management and Insight Discovery},
booktitle = {2013 {IEEE/WIC/ACM} International Conferences on Web Intelligence,
{WI} 2013, Atlanta, GA, USA, November 17-20, 2013},
pages = {557--564},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/WI-IAT.2013.78},
doi = {10.1109/WI-IAT.2013.78},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/DeyHMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/indiaSE/2013,
editor = {Sugata Ghosal and
Gautam Shroff and
Satish Chandra and
Nachiappan Nagappan},
title = {6th India Software Engineering Conference, {ISEC} '13, New Delhi,
India - February 21 - 23, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2442754},
isbn = {978-1-4503-1987-4},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/indiaSE/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AgarwalVSS12,
author = {Puneet Agarwal and
Rajgopal Vaithiyanathan and
Saurabh Sharma and
Gautam Shroff},
editor = {John G. Breslin and
Nicole B. Ellison and
James G. Shanahan and
Zeynep Tufekci},
title = {Catching the Long-Tail: Extracting Local News Events from Twitter},
booktitle = {Proceedings of the Sixth International Conference on Weblogs and Social
Media, Dublin, Ireland, June 4-7, 2012},
publisher = {The {AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM12/paper/view/4639},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/AgarwalVSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ShroffAD11,
author = {Gautam Shroff and
Puneet Agarwal and
Lipika Dey},
title = {Enterprise information fusion for real-time business intelligence},
booktitle = {Proceedings of the 14th International Conference on Information Fusion,
{FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5977516/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/ShroffAD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ShroffSAB11,
author = {Gautam Shroff and
Saurabh Sharma and
Puneet Agarwal and
Shefali Bhat},
title = {A blackboard architecture for data-intensive information fusion using
locality-sensitive hashing},
booktitle = {Proceedings of the 14th International Conference on Information Fusion,
{FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5977651/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/ShroffSAB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/indiaSE/2011,
editor = {Arun Bahulkar and
K. Kesavasamy and
T. V. Prabhakar and
Gautam Shroff},
title = {Proceeding of the 4th Annual India Software Engineering Conference,
{ISEC} 2011, Thiruvananthapuram, Kerala, India, February 24-27, 2011},
publisher = {{ACM}},
year = {2011},
isbn = {978-1-4503-0559-4},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/indiaSE/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eics/DewanASH10,
author = {Prasun Dewan and
Puneet Agarwal and
Gautam Shroff and
Rajesh Hegde},
editor = {Noi Sukaviriya and
Jean Vanderdonckt and
Michael Harrison},
title = {Mixed-focus collaboration without compromising individual or group
work},
booktitle = {Proceedings of the 2nd {ACM} {SIGCHI} Symposium on Engineering Interactive
Computing System, {EICS} 2010, Berlin, Germany, June 19-23, 2010},
pages = {225--234},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1822018.1822054},
doi = {10.1145/1822018.1822054},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eics/DewanASH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/DewanASH09,
author = {Prasun Dewan and
Puneet Agarwal and
Gautam Shroff and
Rajesh Hegde},
editor = {James B. D. Joshi and
Tao Zhang},
title = {Experiments in distributed side-by-side software development},
booktitle = {The 5th International Conference on Collaborative Computing: Networking,
Applications and Worksharing, CollaborateCom 2009, Washington DC,
USA, November 11-14, 2009},
pages = {1--10},
publisher = {{ICST} / {IEEE}},
year = {2009},
url = {https://doi.org/10.4108/ICST.COLLABORATECOM2009.8295},
doi = {10.4108/ICST.COLLABORATECOM2009.8295},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/colcom/DewanASH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/DewanASH09,
author = {Prasun Dewan and
Puneet Agarwal and
Gautam Shroff and
Rajesh Hegde},
title = {Distributed side-by-side programming},
booktitle = {Proceedings of the 2009 {ICSE} Workshop on Cooperative and Human Aspects
on Software Engineering, {CHASE} 2009, Vancouver, BC, Canada, 17 May
2009},
pages = {48--55},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CHASE.2009.5071410},
doi = {10.1109/CHASE.2009.5071410},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/DewanASH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ShroffAD09,
author = {Gautam Shroff and
Puneet Agarwal and
Premkumar T. Devanbu},
title = {InstantApps: {A} {WYSIWYG} model driven interpreter for web applications},
booktitle = {31st International Conference on Software Engineering, {ICSE} 2009,
May 16-24, 2009, Vancouver, Canada, Companion Volume},
pages = {417--418},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICSE-COMPANION.2009.5071040},
doi = {10.1109/ICSE-COMPANION.2009.5071040},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/ShroffAD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/indiaSE/ShroffAD09,
author = {Gautam Shroff and
Puneet Agarwal and
Premkumar T. Devanbu},
editor = {Kiran Deshpande and
Pankaj Jalote and
Sriram K. Rajamani},
title = {Instant multi-tier web applications without tears},
booktitle = {Proceeding of the 2nd Annual India Software Engineering Conference,
{ISEC} 2009, Pune, India, February 23-26, 2009},
pages = {3--12},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1506216.1506219},
doi = {10.1145/1506216.1506219},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/indiaSE/ShroffAD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/Shroff08,
author = {Gautam Shroff},
editor = {Mary Jean Harrold and
Gail C. Murphy},
title = {Dev 2.0: model driven development in the cloud},
booktitle = {Proceedings of the 16th {ACM} {SIGSOFT} International Symposium on
Foundations of Software Engineering, 2008, Atlanta, Georgia, USA,
November 9-14, 2008},
pages = {283},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1453101.1453139},
doi = {10.1145/1453101.1453139},
timestamp = {Tue, 01 Feb 2022 10:45:16 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/Shroff08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/indiaSE/2008,
editor = {Gautam Shroff and
Pankaj Jalote and
Sriram K. Rajamani},
title = {Proceeding of the 1st Annual India Software Engineering Conference,
{ISEC} 2008, Hyderabad, India, February 19-22, 2008},
publisher = {{ACM}},
year = {2008},
isbn = {978-1-59593-917-3},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/indiaSE/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigsoft/BhattKSM06,
author = {Pankaj Bhatt and
Williams K and
Gautam Shroff and
Arun Kumar Misra},
title = {Influencing factors in outsourced software maintenance},
journal = {{ACM} {SIGSOFT} Softw. Eng. Notes},
volume = {31},
number = {3},
pages = {1--6},
year = {2006},
url = {https://doi.org/10.1145/1127878.1127883},
doi = {10.1145/1127878.1127883},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigsoft/BhattKSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/smr/BhattSAM06,
author = {Pankaj Bhatt and
Gautam Shroff and
C. Anantaram and
Arun Kumar Misra},
title = {An influence model for factors in outsourced software maintenance},
journal = {J. Softw. Maintenance Res. Pract.},
volume = {18},
number = {6},
pages = {385--423},
year = {2006},
url = {https://doi.org/10.1002/smr.339},
doi = {10.1002/SMR.339},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/smr/BhattSAM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/BhattSWM06,
author = {Pankaj Bhatt and
Gautam Shroff and
K. Williams and
Arun Kumar Misra},
title = {An Empirical Study of Factors and their Relationships in Outsourced
Software Maintenance},
booktitle = {13th Asia-Pacific Software Engineering Conference {(APSEC} 2006),
6-8 December 2006, Bangalore, India},
pages = {301--308},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/APSEC.2006.21},
doi = {10.1109/APSEC.2006.21},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsec/BhattSWM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/ShroffMAS05,
author = {Gautam Shroff and
Anish Mehta and
Puneet Agarwal and
Rajesh Sinha},
editor = {Tao Zhang},
title = {Collaborative development of business applications},
booktitle = {Proceedings of the 1st International Conference on Collaborative Computing:
Networking, Applications and Worksharing, San Jose, CA, USA, December
19-21, 2005},
publisher = {{IEEE} Computer Society / {ICST}},
year = {2005},
url = {https://doi.org/10.1109/COLCOM.2005.1651239},
doi = {10.1109/COLCOM.2005.1651239},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colcom/ShroffMAS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/serp/GandheAS05,
author = {Abhiram Gandhe and
Puneet Agarwal and
Gautam Shroff},
editor = {Hamid R. Arabnia and
Hassan Reza},
title = {JfelX: {A} Dynamic Model Driven Architecture},
booktitle = {Proceedings of the International Conference on Software Engineering
Research and Practice, {SERP} 2005, Las Vegas, Nevada, USA, June 27-29,
2005, Volume 1},
pages = {382--388},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/serp/GandheAS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigsoft/BhattSM04,
author = {Pankaj Bhatt and
Gautam Shroff and
Arun Kumar Misra},
title = {Dynamics of software maintenance},
journal = {{ACM} {SIGSOFT} Softw. Eng. Notes},
volume = {29},
number = {5},
pages = {1--5},
year = {2004},
url = {https://doi.org/10.1145/1022494.1022513},
doi = {10.1145/1022494.1022513},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigsoft/BhattSM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/GoelS96,
author = {Rekha Goel and
Gautam M. Shroff},
title = {Transparent parallel replication of logically partitioned databases},
booktitle = {3rd International Conference on High Performance Computing, {HIPC}
1996, Proceedings, Trivandrum, India, 19-22 December, 1996},
pages = {132--137},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/HIPC.1996.565811},
doi = {10.1109/HIPC.1996.565811},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/GoelS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ShroffB92,
author = {Gautam M. Shroff and
Christian H. Bischof},
title = {Adaptive Condition Estimation for Rank-One Updates of {QR} Factorizations},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {13},
number = {4},
pages = {1264--1278},
year = {1992},
url = {https://doi.org/10.1137/0613077},
doi = {10.1137/0613077},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/ShroffB92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BischofS92,
author = {Christian H. Bischof and
Gautam M. Shroff},
title = {On updating signal subspaces},
journal = {{IEEE} Trans. Signal Process.},
volume = {40},
number = {1},
pages = {96--105},
year = {1992},
url = {https://doi.org/10.1109/78.157185},
doi = {10.1109/78.157185},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BischofS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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