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BibTeX records: Alex Beutel
@article{DBLP:journals/jsait/PaesSBCB24,
author = {Lucas Monteiro Paes and
Ananda Theertha Suresh and
Alex Beutel and
Fl{\'{a}}vio P. Calmon and
Ahmad Beirami},
title = {Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {5},
pages = {659--674},
year = {2024},
url = {https://doi.org/10.1109/JSAIT.2024.3397741},
doi = {10.1109/JSAIT.2024.3397741},
timestamp = {Wed, 08 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsait/PaesSBCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SinhaBBACB24,
author = {Aradhana Sinha and
Ananth Balashankar and
Ahmad Beirami and
Thi Avrahami and
Jilin Chen and
Alex Beutel},
title = {Break it, Imitate it, Fix it: Robustness by Generating Human-Like
Attacks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=UAT4j3Y7HP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SinhaBBACB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SrinivasanSSMOB24,
author = {Hansa Srinivasan and
Candice Schumann and
Aradhana Sinha and
David Madras and
Gbolahan Oluwafemi Olanubi and
Alex Beutel and
Susanna Ricco and
Jilin Chen},
title = {Generalized People Diversity: Learning a Human Perception-Aligned
Diversity Representation for People Images},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {797--821},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658940},
doi = {10.1145/3630106.3658940},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fat/SrinivasanSSMOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MudgalLGLWHCCCS24,
author = {Sidharth Mudgal and
Jong Lee and
Harish Ganapathy and
YaGuang Li and
Tao Wang and
Yanping Huang and
Zhifeng Chen and
Heng{-}Tze Cheng and
Michael Collins and
Trevor Strohman and
Jilin Chen and
Alex Beutel and
Ahmad Beirami},
title = {Controlled Decoding from Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bVIcZb7Qa0},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/MudgalLGLWHCCCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MuHHAVKLBSW24,
author = {Tong Mu and
Alec Helyar and
Johannes Heidecke and
Joshua Achiam and
Andrea Vallone and
Ian Kivlichan and
Molly Lin and
Alex Beutel and
John Schulman and
Lilian Weng},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Rule Based Rewards for Language Model Safety},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/c4e380fb74dec9da9c7212e834657aa9-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MuHHAVKLBSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14322,
author = {Hansa Srinivasan and
Candice Schumann and
Aradhana Sinha and
David Madras and
Gbolahan Oluwafemi Olanubi and
Alex Beutel and
Susanna Ricco and
Jilin Chen},
title = {Generalized People Diversity: Learning a Human Perception-Aligned
Diversity Representation for People Images},
journal = {CoRR},
volume = {abs/2401.14322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14322},
doi = {10.48550/ARXIV.2401.14322},
eprinttype = {arXiv},
eprint = {2401.14322},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-13208,
author = {Eric Wallace and
Kai Xiao and
Reimar Leike and
Lilian Weng and
Johannes Heidecke and
Alex Beutel},
title = {The Instruction Hierarchy: Training LLMs to Prioritize Privileged
Instructions},
journal = {CoRR},
volume = {abs/2404.13208},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.13208},
doi = {10.48550/ARXIV.2404.13208},
eprinttype = {arXiv},
eprint = {2404.13208},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-13208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-19803,
author = {Tyna Eloundou and
Alex Beutel and
David G. Robinson and
Keren Gu{-}Lemberg and
Anna{-}Luisa Brakman and
Pamela Mishkin and
Meghan Shah and
Johannes Heidecke and
Lilian Weng and
Adam Tauman Kalai},
title = {First-Person Fairness in Chatbots},
journal = {CoRR},
volume = {abs/2410.19803},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.19803},
doi = {10.48550/ARXIV.2410.19803},
eprinttype = {arXiv},
eprint = {2410.19803},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-19803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-21276,
author = {Aaron Hurst and
Adam Lerer and
Adam P. Goucher and
Adam Perelman and
Aditya Ramesh and
Aidan Clark and
AJ Ostrow and
Akila Welihinda and
Alan Hayes and
Alec Radford and
Aleksander Madry and
Alex Baker{-}Whitcomb and
Alex Beutel and
Alex Borzunov and
Alex Carney and
Alex Chow and
Alex Kirillov and
Alex Nichol and
Alex Paino and
Alex Renzin and
Alex Tachard Passos and
Alexander Kirillov and
Alexi Christakis and
Alexis Conneau and
Ali Kamali and
Allan Jabri and
Allison Moyer and
Allison Tam and
Amadou Crookes and
Amin Tootoonchian and
Ananya Kumar and
Andrea Vallone and
Andrej Karpathy and
Andrew Braunstein and
Andrew Cann and
Andrew Codispoti and
Andrew Galu and
Andrew Kondrich and
Andrew Tulloch and
Andrey Mishchenko and
Angela Baek and
Angela Jiang and
Antoine Pelisse and
Antonia Woodford and
Anuj Gosalia and
Arka Dhar and
Ashley Pantuliano and
Avi Nayak and
Avital Oliver and
Barret Zoph and
Behrooz Ghorbani and
Ben Leimberger and
Ben Rossen and
Ben Sokolowsky and
Ben Wang and
Benjamin Zweig and
Beth Hoover and
Blake Samic and
Bob McGrew and
Bobby Spero and
Bogo Giertler and
Bowen Cheng and
Brad Lightcap and
Brandon Walkin and
Brendan Quinn and
Brian Guarraci and
Brian Hsu and
Bright Kellogg and
Brydon Eastman and
Camillo Lugaresi and
Carroll L. Wainwright and
Cary Bassin and
Cary Hudson and
Casey Chu and
Chad Nelson and
Chak Li and
Chan Jun Shern and
Channing Conger and
Charlotte Barette and
Chelsea Voss and
Chen Ding and
Cheng Lu and
Chong Zhang and
Chris Beaumont and
Chris Hallacy and
Chris Koch and
Christian Gibson and
Christina Kim and
Christine Choi and
Christine McLeavey and
Christopher Hesse and
Claudia Fischer and
Clemens Winter and
Coley Czarnecki and
Colin Jarvis and
Colin Wei and
Constantin Koumouzelis and
Dane Sherburn},
title = {GPT-4o System Card},
journal = {CoRR},
volume = {abs/2410.21276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.21276},
doi = {10.48550/ARXIV.2410.21276},
eprinttype = {arXiv},
eprint = {2410.21276},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-21276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-01111,
author = {Tong Mu and
Alec Helyar and
Johannes Heidecke and
Joshua Achiam and
Andrea Vallone and
Ian Kivlichan and
Molly Lin and
Alex Beutel and
John Schulman and
Lilian Weng},
title = {Rule Based Rewards for Language Model Safety},
journal = {CoRR},
volume = {abs/2411.01111},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.01111},
doi = {10.48550/ARXIV.2411.01111},
eprinttype = {arXiv},
eprint = {2411.01111},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-01111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-16339,
author = {Melody Y. Guan and
Manas Joglekar and
Eric Wallace and
Saachi Jain and
Boaz Barak and
Alec Helyar and
Rachel Dias and
Andrea Vallone and
Hongyu Ren and
Jason Wei and
Hyung Won Chung and
Sam Toyer and
Johannes Heidecke and
Alex Beutel and
Amelia Glaese},
title = {Deliberative Alignment: Reasoning Enables Safer Language Models},
journal = {CoRR},
volume = {abs/2412.16339},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.16339},
doi = {10.48550/ARXIV.2412.16339},
eprinttype = {arXiv},
eprint = {2412.16339},
timestamp = {Thu, 23 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-16339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-16720,
author = {Aaron Jaech and
Adam Kalai and
Adam Lerer and
Adam Richardson and
Ahmed El{-}Kishky and
Aiden Low and
Alec Helyar and
Aleksander Madry and
Alex Beutel and
Alex Carney and
Alex Iftimie and
Alex Karpenko and
Alex Tachard Passos and
Alexander Neitz and
Alexander Prokofiev and
Alexander Wei and
Allison Tam and
Ally Bennett and
Ananya Kumar and
Andre Saraiva and
Andrea Vallone and
Andrew Duberstein and
Andrew Kondrich and
Andrey Mishchenko and
Andy Applebaum and
Angela Jiang and
Ashvin Nair and
Barret Zoph and
Behrooz Ghorbani and
Ben Rossen and
Benjamin Sokolowsky and
Boaz Barak and
Bob McGrew and
Borys Minaiev and
Botao Hao and
Bowen Baker and
Brandon Houghton and
Brandon McKinzie and
Brydon Eastman and
Camillo Lugaresi and
Cary Bassin and
Cary Hudson and
Chak Ming Li and
Charles de Bourcy and
Chelsea Voss and
Chen Shen and
Chong Zhang and
Chris Koch and
Chris Orsinger and
Christopher Hesse and
Claudia Fischer and
Clive Chan and
Dan Roberts and
Daniel Kappler and
Daniel Levy and
Daniel Selsam and
David Dohan and
David Farhi and
David Mely and
David Robinson and
Dimitris Tsipras and
Doug Li and
Dragos Oprica and
Eben Freeman and
Eddie Zhang and
Edmund Wong and
Elizabeth Proehl and
Enoch Cheung and
Eric Mitchell and
Eric Wallace and
Erik Ritter and
Evan Mays and
Fan Wang and
Felipe Petroski Such and
Filippo Raso and
Florencia Leoni and
Foivos Tsimpourlas and
Francis Song and
Fred von Lohmann and
Freddie Sulit and
Geoff Salmon and
Giambattista Parascandolo and
Gildas Chabot and
Grace Zhao and
Greg Brockman and
Guillaume Leclerc and
Hadi Salman and
Haiming Bao and
Hao Sheng and
Hart Andrin and
Hessam Bagherinezhad and
Hongyu Ren and
Hunter Lightman and
Hyung Won Chung and
Ian Kivlichan and
Ian O'Connell and
Ian Osband and
Ignasi Clavera Gilaberte and
Ilge Akkaya},
title = {OpenAI o1 System Card},
journal = {CoRR},
volume = {abs/2412.16720},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.16720},
doi = {10.48550/ARXIV.2412.16720},
eprinttype = {arXiv},
eprint = {2412.16720},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-16720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-18693,
author = {Alex Beutel and
Kai Xiao and
Johannes Heidecke and
Lilian Weng},
title = {Diverse and Effective Red Teaming with Auto-generated Rewards and
Multi-step Reinforcement Learning},
journal = {CoRR},
volume = {abs/2412.18693},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.18693},
doi = {10.48550/ARXIV.2412.18693},
eprinttype = {arXiv},
eprint = {2412.18693},
timestamp = {Sat, 25 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-18693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Balashankar00PT23,
author = {Ananth Balashankar and
Xuezhi Wang and
Yao Qin and
Ben Packer and
Nithum Thain and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Improving Classifier Robustness through Active Generative Counterfactual
Data Augmentation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {127--139},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.10},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.10},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Balashankar00PT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LahotiB0KPTSPBB23,
author = {Preethi Lahoti and
Nicholas Blumm and
Xiao Ma and
Raghavendra Kotikalapudi and
Sahitya Potluri and
Qijun Tan and
Hansa Srinivasan and
Ben Packer and
Ahmad Beirami and
Alex Beutel and
Jilin Chen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Improving Diversity of Demographic Representation in Large Language
Models via Collective-Critiques and Self-Voting},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {10383--10405},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.643},
doi = {10.18653/V1/2023.EMNLP-MAIN.643},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LahotiB0KPTSPBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiCBSHB023,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e9000ecb86d45c442a1d38fae68dd8fb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiCBSHB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangHCFLLLHLBZB23,
author = {Yueqi Wang and
Yoni Halpern and
Shuo Chang and
Jingchen Feng and
Elaine Ya Le and
Longfei Li and
Xujian Liang and
Min{-}Cheng Huang and
Shane Li and
Alex Beutel and
Yaping Zhang and
Shuchao Bi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Learning from Negative User Feedback and Measuring Responsiveness
for Sequential Recommenders},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1049--1053},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610244},
doi = {10.1145/3604915.3610244},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/WangHCFLLLHLBZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/00010LCB23,
author = {Yao Qin and
Xuezhi Wang and
Balaji Lakshminarayanan and
Ed H. Chi and
Alex Beutel},
title = {What Are Effective Labels for Augmented Data? Improving Calibration
and Robustness with AutoLabel},
booktitle = {2023 {IEEE} Conference on Secure and Trustworthy Machine Learning,
SaTML 2023, Raleigh, NC, USA, February 8-10, 2023},
pages = {365--376},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SaTML54575.2023.00032},
doi = {10.1109/SATML54575.2023.00032},
timestamp = {Fri, 17 May 2024 11:50:31 +0200},
biburl = {https://dblp.org/rec/conf/satml/00010LCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01381,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
journal = {CoRR},
volume = {abs/2302.01381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01381},
doi = {10.48550/ARXIV.2302.01381},
eprinttype = {arXiv},
eprint = {2302.01381},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11188,
author = {Yao Qin and
Xuezhi Wang and
Balaji Lakshminarayanan and
Ed H. Chi and
Alex Beutel},
title = {What Are Effective Labels for Augmented Data? Improving Calibration
and Robustness with AutoLabel},
journal = {CoRR},
volume = {abs/2302.11188},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11188},
doi = {10.48550/ARXIV.2302.11188},
eprinttype = {arXiv},
eprint = {2302.11188},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08479,
author = {Jindong Gu and
Ahmad Beirami and
Xuezhi Wang and
Alex Beutel and
Philip H. S. Torr and
Yao Qin},
title = {Towards Robust Prompts on Vision-Language Models},
journal = {CoRR},
volume = {abs/2304.08479},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08479},
doi = {10.48550/ARXIV.2304.08479},
eprinttype = {arXiv},
eprint = {2304.08479},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13535,
author = {Ananth Balashankar and
Xuezhi Wang and
Yao Qin and
Ben Packer and
Nithum Thain and
Jilin Chen and
Ed H. Chi and
Alex Beutel},
title = {Improving Classifier Robustness through Active Generation of Pairwise
Counterfactuals},
journal = {CoRR},
volume = {abs/2305.13535},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13535},
doi = {10.48550/ARXIV.2305.13535},
eprinttype = {arXiv},
eprint = {2305.13535},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14308,
author = {Xiao Ma and
Swaroop Mishra and
Ahmad Beirami and
Alex Beutel and
Jilin Chen},
title = {Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral
Reasoning},
journal = {CoRR},
volume = {abs/2306.14308},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14308},
doi = {10.48550/ARXIV.2306.14308},
eprinttype = {arXiv},
eprint = {2306.14308},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05728,
author = {James Atwood and
Tina Tian and
Ben Packer and
Meghana Deodhar and
Jilin Chen and
Alex Beutel and
Flavien Prost and
Ahmad Beirami},
title = {Towards {A} Scalable Solution for Improving Multi-Group Fairness in
Compositional Classification},
journal = {CoRR},
volume = {abs/2307.05728},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05728},
doi = {10.48550/ARXIV.2307.05728},
eprinttype = {arXiv},
eprint = {2307.05728},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12256,
author = {Yueqi Wang and
Yoni Halpern and
Shuo Chang and
Jingchen Feng and
Elaine Ya Le and
Longfei Li and
Xujian Liang and
Min{-}Cheng Huang and
Shane Li and
Alex Beutel and
Yaping Zhang and
Shuchao Bi},
title = {Learning from Negative User Feedback and Measuring Responsiveness
for Sequential Recommenders},
journal = {CoRR},
volume = {abs/2308.12256},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12256},
doi = {10.48550/ARXIV.2308.12256},
eprinttype = {arXiv},
eprint = {2308.12256},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16523,
author = {Preethi Lahoti and
Nicholas Blumm and
Xiao Ma and
Raghavendra Kotikalapudi and
Sahitya Potluri and
Qijun Tan and
Hansa Srinivasan and
Ben Packer and
Ahmad Beirami and
Alex Beutel and
Jilin Chen},
title = {Improving Diversity of Demographic Representation in Large Language
Models via Collective-Critiques and Self-Voting},
journal = {CoRR},
volume = {abs/2310.16523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16523},
doi = {10.48550/ARXIV.2310.16523},
eprinttype = {arXiv},
eprint = {2310.16523},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16955,
author = {Aradhana Sinha and
Ananth Balashankar and
Ahmad Beirami and
Thi Avrahami and
Jilin Chen and
Alex Beutel},
title = {Break it, Imitate it, Fix it: Robustness by Generating Human-Like
Attacks},
journal = {CoRR},
volume = {abs/2310.16955},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16955},
doi = {10.48550/ARXIV.2310.16955},
eprinttype = {arXiv},
eprint = {2310.16955},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16959,
author = {Ananth Balashankar and
Xiao Ma and
Aradhana Sinha and
Ahmad Beirami and
Yao Qin and
Jilin Chen and
Alex Beutel},
title = {Improving Few-shot Generalization of Safety Classifiers via Data Augmented
Parameter-Efficient Fine-Tuning},
journal = {CoRR},
volume = {abs/2310.16959},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16959},
doi = {10.48550/ARXIV.2310.16959},
eprinttype = {arXiv},
eprint = {2310.16959},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17022,
author = {Sidharth Mudgal and
Jong Lee and
Harish Ganapathy and
YaGuang Li and
Tao Wang and
Yanping Huang and
Zhifeng Chen and
Heng{-}Tze Cheng and
Michael Collins and
Trevor Strohman and
Jilin Chen and
Alex Beutel and
Ahmad Beirami},
title = {Controlled Decoding from Language Models},
journal = {CoRR},
volume = {abs/2310.17022},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17022},
doi = {10.48550/ARXIV.2310.17022},
eprinttype = {arXiv},
eprint = {2310.17022},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03867,
author = {Lucas Monteiro Paes and
Ananda Theertha Suresh and
Alex Beutel and
Fl{\'{a}}vio P. Calmon and
Ahmad Beirami},
title = {Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing},
journal = {CoRR},
volume = {abs/2312.03867},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03867},
doi = {10.48550/ARXIV.2312.03867},
eprinttype = {arXiv},
eprint = {2312.03867},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DAmourHMAABCDEH22,
author = {Alexander D'Amour and
Katherine A. Heller and
Dan Moldovan and
Ben Adlam and
Babak Alipanahi and
Alex Beutel and
Christina Chen and
Jonathan Deaton and
Jacob Eisenstein and
Matthew D. Hoffman and
Farhad Hormozdiari and
Neil Houlsby and
Shaobo Hou and
Ghassen Jerfel and
Alan Karthikesalingam and
Mario Lucic and
Yi{-}An Ma and
Cory Y. McLean and
Diana Mincu and
Akinori Mitani and
Andrea Montanari and
Zachary Nado and
Vivek Natarajan and
Christopher Nielson and
Thomas F. Osborne and
Rajiv Raman and
Kim Ramasamy and
Rory Sayres and
Jessica Schrouff and
Martin Seneviratne and
Shannon Sequeira and
Harini Suresh and
Victor Veitch and
Max Vladymyrov and
Xuezhi Wang and
Kellie Webster and
Steve Yadlowsky and
Taedong Yun and
Xiaohua Zhai and
D. Sculley},
title = {Underspecification Presents Challenges for Credibility in Modern Machine
Learning},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {226:1--226:61},
year = {2022},
url = {https://jmlr.org/papers/v23/20-1335.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DAmourHMAABCDEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DeodharMCKBC22,
author = {Meghana Deodhar and
Xiao Ma and
Yixin Cai and
Alex Koes and
Alex Beutel and
Jilin Chen},
editor = {Georgios Drakopoulos and
Eleanna Kafeza},
title = {A human-ML collaboration framework for improving video content reviews},
booktitle = {Proceedings of the {CIKM} 2022 Workshops co-located with 31st {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2022), Atlanta, USA, October 17-21, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3318},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3318/short16.pdf},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DeodharMCKBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinZCLB022,
author = {Yao Qin and
Chiyuan Zhang and
Ting Chen and
Balaji Lakshminarayanan and
Alex Beutel and
Xuezhi Wang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Understanding and Improving Robustness of Vision Transformers through
Patch-based Negative Augmentation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/67662aa16456e0df65ab001136f92fd0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinZCLB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13757,
author = {Zee Fryer and
Vera Axelrod and
Ben Packer and
Alex Beutel and
Jilin Chen and
Kellie Webster},
title = {Flexible text generation for counterfactual fairness probing},
journal = {CoRR},
volume = {abs/2206.13757},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13757},
doi = {10.48550/ARXIV.2206.13757},
eprinttype = {arXiv},
eprint = {2206.13757},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07755,
author = {Flavien Prost and
Ben Packer and
Jilin Chen and
Li Wei and
Pierre Kremp and
Nick Blumm and
Susan Wang and
Tulsee Doshi and
Tonia Osadebe and
Lukasz Heldt and
Ed H. Chi and
Alex Beutel},
title = {Simpson's Paradox in Recommender Fairness: Reconciling differences
between per-user and aggregated evaluations},
journal = {CoRR},
volume = {abs/2210.07755},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07755},
doi = {10.48550/ARXIV.2210.07755},
eprinttype = {arXiv},
eprint = {2210.07755},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09500,
author = {Meghana Deodhar and
Xiao Ma and
Yixin Cai and
Alex Koes and
Alex Beutel and
Jilin Chen},
title = {A Human-ML Collaboration Framework for Improving Video Content Reviews},
journal = {CoRR},
volume = {abs/2210.09500},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09500},
doi = {10.48550/ARXIV.2210.09500},
eprinttype = {arXiv},
eprint = {2210.09500},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06348,
author = {Esther Rolf and
Ben Packer and
Alex Beutel and
Fernando Diaz},
title = {Striving for data-model efficiency: Identifying data externalities
on group performance},
journal = {CoRR},
volume = {abs/2211.06348},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06348},
doi = {10.48550/ARXIV.2211.06348},
eprinttype = {arXiv},
eprint = {2211.06348},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/ProstABKPW0CCB21,
author = {Flavien Prost and
Pranjal Awasthi and
Nick Blumm and
Aditee Kumthekar and
Trevor Potter and
Li Wei and
Xuezhi Wang and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Measuring Model Fairness under Noisy Covariates: {A} Theoretical Perspective},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {873--883},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462603},
doi = {10.1145/3461702.3462603},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/ProstABKPW0CCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Balashankar0PTC21,
author = {Ananth Balashankar and
Xuezhi Wang and
Ben Packer and
Nithum Thain and
Ed H. Chi and
Alex Beutel},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Can We Improve Model Robustness through Secondary Attribute Counterfactuals?},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {4701--4712},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.386},
doi = {10.18653/V1/2021.EMNLP-MAIN.386},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/Balashankar0PTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/AwasthiBKM021,
author = {Pranjal Awasthi and
Alex Beutel and
Matth{\"{a}}us Kleindessner and
Jamie Morgenstern and
Xuezhi Wang},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {Evaluating Fairness of Machine Learning Models Under Uncertain and
Incomplete Information},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {206--214},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445884},
doi = {10.1145/3442188.3445884},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/AwasthiBKM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wang0BPCC21,
author = {Yuyan Wang and
Xuezhi Wang and
Alex Beutel and
Flavien Prost and
Jilin Chen and
Ed H. Chi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1748--1757},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467326},
doi = {10.1145/3447548.3467326},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wang0BPCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinWBC21,
author = {Yao Qin and
Xuezhi Wang and
Alex Beutel and
Ed H. Chi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Improving Calibration through the Relationship with Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14358--14369},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/78421a2e0e1168e5cd1b7a8d23773ce6-Abstract.html},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinWBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/0002TSPCCB21,
author = {Xuezhi Wang and
Nithum Thain and
Anu Sinha and
Flavien Prost and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Practical Compositional Fairness: Understanding Fairness in Multi-Component
Recommender Systems},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {436--444},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441732},
doi = {10.1145/3437963.3441732},
timestamp = {Wed, 07 Apr 2021 15:49:26 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/0002TSPCCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BalashankarBS21,
author = {Ananth Balashankar and
Alex Beutel and
Lakshminarayanan Subramanian},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Enhancing Neural Recommender Models through Domain-Specific Concordance},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1002--1010},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441784},
doi = {10.1145/3437963.3441784},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BalashankarBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhanCLOMBBCC21,
author = {Ruohan Zhan and
Konstantina Christakopoulou and
Ya Le and
Jayden Ooi and
Martin Mladenov and
Alex Beutel and
Craig Boutilier and
Ed H. Chi and
Minmin Chen},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Towards Content Provider Aware Recommender Systems: {A} Simulation
Study on the Interplay between User and Provider Utilities},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3872--3883},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449889},
doi = {10.1145/3442381.3449889},
timestamp = {Sun, 19 Jan 2025 13:10:03 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhanCLOMBBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04526,
author = {Sirui Yao and
Yoni Halpern and
Nithum Thain and
Xuezhi Wang and
Kang Lee and
Flavien Prost and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
title = {Measuring Recommender System Effects with Simulated Users},
journal = {CoRR},
volume = {abs/2101.04526},
year = {2021},
url = {https://arxiv.org/abs/2101.04526},
eprinttype = {arXiv},
eprint = {2101.04526},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08410,
author = {Pranjal Awasthi and
Alex Beutel and
Matth{\"{a}}us Kleindessner and
Jamie Morgenstern and
Xuezhi Wang},
title = {Evaluating Fairness of Machine Learning Models Under Uncertain and
Incomplete Information},
journal = {CoRR},
volume = {abs/2102.08410},
year = {2021},
url = {https://arxiv.org/abs/2102.08410},
eprinttype = {arXiv},
eprint = {2102.08410},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02377,
author = {Ruohan Zhan and
Konstantina Christakopoulou and
Ya Le and
Jayden Ooi and
Martin Mladenov and
Alex Beutel and
Craig Boutilier and
Ed H. Chi and
Minmin Chen},
title = {Towards Content Provider Aware Recommender Systems: {A} Simulation
Study on the Interplay between User and Provider Utilities},
journal = {CoRR},
volume = {abs/2105.02377},
year = {2021},
url = {https://arxiv.org/abs/2105.02377},
eprinttype = {arXiv},
eprint = {2105.02377},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09985,
author = {Flavien Prost and
Pranjal Awasthi and
Nick Blumm and
Aditee Kumthekar and
Trevor Potter and
Li Wei and
Xuezhi Wang and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
title = {Measuring Model Fairness under Noisy Covariates: {A} Theoretical Perspective},
journal = {CoRR},
volume = {abs/2105.09985},
year = {2021},
url = {https://arxiv.org/abs/2105.09985},
eprinttype = {arXiv},
eprint = {2105.09985},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02705,
author = {Yuyan Wang and
Xuezhi Wang and
Alex Beutel and
Flavien Prost and
Jilin Chen and
Ed H. Chi},
title = {Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task
Learning},
journal = {CoRR},
volume = {abs/2106.02705},
year = {2021},
url = {https://arxiv.org/abs/2106.02705},
eprinttype = {arXiv},
eprint = {2106.02705},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07858,
author = {Yao Qin and
Chiyuan Zhang and
Ting Chen and
Balaji Lakshminarayanan and
Alex Beutel and
Xuezhi Wang},
title = {Understanding and Improving Robustness of Vision Transformers through
Patch-based Negative Augmentation},
journal = {CoRR},
volume = {abs/2110.07858},
year = {2021},
url = {https://arxiv.org/abs/2110.07858},
eprinttype = {arXiv},
eprint = {2110.07858},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangWQPLCBC20,
author = {Tianlu Wang and
Xuezhi Wang and
Yao Qin and
Ben Packer and
Kang Li and
Jilin Chen and
Alex Beutel and
Ed H. Chi},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {CAT-Gen: Improving Robustness in {NLP} Models via Controlled Adversarial
Text Generation},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {5141--5146},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.417},
doi = {10.18653/V1/2020.EMNLP-MAIN.417},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangWQPLCBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LahotiBCLPT0C20,
author = {Preethi Lahoti and
Alex Beutel and
Jilin Chen and
Kang Lee and
Flavien Prost and
Nithum Thain and
Xuezhi Wang and
Ed H. Chi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fairness without Demographics through Adversarially Reweighted Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/07fc15c9d169ee48573edd749d25945d-Abstract.html},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LahotiBCLPT0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/0001ZZYYB20,
author = {Weinan Zhang and
Xiangyu Zhao and
Li Zhao and
Dawei Yin and
Grace Hui Yang and
Alex Beutel},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Deep Reinforcement Learning for Information Retrieval: Fundamentals
and Advances},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {2468--2471},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401467},
doi = {10.1145/3397271.3401467},
timestamp = {Sun, 19 Jan 2025 13:11:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/0001ZZYYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13114,
author = {Preethi Lahoti and
Alex Beutel and
Jilin Chen and
Kang Lee and
Flavien Prost and
Nithum Thain and
Xuezhi Wang and
Ed H. Chi},
title = {Fairness without Demographics through Adversarially Reweighted Learning},
journal = {CoRR},
volume = {abs/2006.13114},
year = {2020},
url = {https://arxiv.org/abs/2006.13114},
eprinttype = {arXiv},
eprint = {2006.13114},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16375,
author = {Yao Qin and
Xuezhi Wang and
Alex Beutel and
Ed H. Chi},
title = {Improving Uncertainty Estimates through the Relationship with Adversarial
Robustness},
journal = {CoRR},
volume = {abs/2006.16375},
year = {2020},
url = {https://arxiv.org/abs/2006.16375},
eprinttype = {arXiv},
eprint = {2006.16375},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02338,
author = {Tianlu Wang and
Xuezhi Wang and
Yao Qin and
Ben Packer and
Kang Li and
Jilin Chen and
Alex Beutel and
Ed H. Chi},
title = {CAT-Gen: Improving Robustness in {NLP} Models via Controlled Adversarial
Text Generation},
journal = {CoRR},
volume = {abs/2010.02338},
year = {2020},
url = {https://arxiv.org/abs/2010.02338},
eprinttype = {arXiv},
eprint = {2010.02338},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06032,
author = {Kellie Webster and
Xuezhi Wang and
Ian Tenney and
Alex Beutel and
Emily Pitler and
Ellie Pavlick and
Jilin Chen and
Slav Petrov},
title = {Measuring and Reducing Gendered Correlations in Pre-trained Models},
journal = {CoRR},
volume = {abs/2010.06032},
year = {2020},
url = {https://arxiv.org/abs/2010.06032},
eprinttype = {arXiv},
eprint = {2010.06032},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03395,
author = {Alexander D'Amour and
Katherine A. Heller and
Dan Moldovan and
Ben Adlam and
Babak Alipanahi and
Alex Beutel and
Christina Chen and
Jonathan Deaton and
Jacob Eisenstein and
Matthew D. Hoffman and
Farhad Hormozdiari and
Neil Houlsby and
Shaobo Hou and
Ghassen Jerfel and
Alan Karthikesalingam and
Mario Lucic and
Yi{-}An Ma and
Cory Y. McLean and
Diana Mincu and
Akinori Mitani and
Andrea Montanari and
Zachary Nado and
Vivek Natarajan and
Christopher Nielson and
Thomas F. Osborne and
Rajiv Raman and
Kim Ramasamy and
Rory Sayres and
Jessica Schrouff and
Martin Seneviratne and
Shannon Sequeira and
Harini Suresh and
Victor Veitch and
Max Vladymyrov and
Xuezhi Wang and
Kellie Webster and
Steve Yadlowsky and
Taedong Yun and
Xiaohua Zhai and
D. Sculley},
title = {Underspecification Presents Challenges for Credibility in Modern Machine
Learning},
journal = {CoRR},
volume = {abs/2011.03395},
year = {2020},
url = {https://arxiv.org/abs/2011.03395},
eprinttype = {arXiv},
eprint = {2011.03395},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12501,
author = {Hussam Abu{-}Libdeh and
Deniz Altinb{\"{u}}ken and
Alex Beutel and
Ed H. Chi and
Lyric Doshi and
Tim Kraska and
Xiaozhou Li and
Andy Ly and
Christopher Olston},
title = {Learned Indexes for a Google-scale Disk-based Database},
journal = {CoRR},
volume = {abs/2012.12501},
year = {2020},
url = {https://arxiv.org/abs/2012.12501},
eprinttype = {arXiv},
eprint = {2012.12501},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/OlteanuGRERLBOL19,
author = {Alexandra Olteanu and
Jean Garcia{-}Gathright and
Maarten de Rijke and
Michael D. Ekstrand and
Adam Roegiest and
Aldo Lipani and
Alex Beutel and
Ana Lucic and
Ana{-}Andreea Stoica and
Anubrata Das and
Asia Biega and
Bart Voorn and
Claudia Hauff and
Damiano Spina and
David D. Lewis and
Douglas W. Oard and
Emine Yilmaz and
Faegheh Hasibi and
Gabriella Kazai and
Graham McDonald and
Hinda Haned and
Iadh Ounis and
Ilse van der Linden and
Joris Baan and
Kamuela N. Lau and
Krisztian Balog and
Mahmoud F. Sayed and
Maria Panteli and
Mark Sanderson and
Matthew Lease and
Preethi Lahoti and
Toshihiro Kamishima},
title = {{FACTS-IR:} fairness, accountability, confidentiality, transparency,
and safety in information retrieval},
journal = {{SIGIR} Forum},
volume = {53},
number = {2},
pages = {20--43},
year = {2019},
url = {https://doi.org/10.1145/3458553.3458556},
doi = {10.1145/3458553.3458556},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigir/OlteanuGRERLBOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/GargPLTCB19,
author = {Sahaj Garg and
Vincent Perot and
Nicole Limtiaco and
Ankur Taly and
Ed H. Chi and
Alex Beutel},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Counterfactual Fairness in Text Classification through Robustness},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {219--226},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3317950},
doi = {10.1145/3306618.3317950},
timestamp = {Thu, 11 Jul 2019 09:23:07 +0200},
biburl = {https://dblp.org/rec/conf/aies/GargPLTCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/BeutelCDQWLKBC19,
author = {Alex Beutel and
Jilin Chen and
Tulsee Doshi and
Hai Qian and
Allison Woodruff and
Christine Luu and
Pierre Kreitmann and
Jonathan Bischof and
Ed H. Chi},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Putting Fairness Principles into Practice: Challenges, Metrics, and
Improvements},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {453--459},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314234},
doi = {10.1145/3306618.3314234},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/BeutelCDQWLKBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/KraskaABCKLMMN19,
author = {Tim Kraska and
Mohammad Alizadeh and
Alex Beutel and
Ed H. Chi and
Ani Kristo and
Guillaume Leclerc and
Samuel Madden and
Hongzi Mao and
Vikram Nathan},
title = {SageDB: {A} Learned Database System},
booktitle = {9th Biennial Conference on Innovative Data Systems Research, {CIDR}
2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2019},
url = {http://cidrdb.org/cidr2019/papers/p117-kraska-cidr19.pdf},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidr/KraskaABCKLMMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeutelCDQWWHZHC19,
author = {Alex Beutel and
Jilin Chen and
Tulsee Doshi and
Hai Qian and
Li Wei and
Yi Wu and
Lukasz Heldt and
Zhe Zhao and
Lichan Hong and
Ed H. Chi and
Cristos Goodrow},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fairness in Recommendation Ranking through Pairwise Comparisons},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2212--2220},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330745},
doi = {10.1145/3292500.3330745},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BeutelCDQWWHZHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChenBCJBC19,
author = {Minmin Chen and
Alex Beutel and
Paul Covington and
Sagar Jain and
Francois Belletti and
Ed H. Chi},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Top-K Off-Policy Correction for a {REINFORCE} Recommender System},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {456--464},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290999},
doi = {10.1145/3289600.3290999},
timestamp = {Sat, 30 May 2020 20:02:29 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChenBCJBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TangBJCBXC19,
author = {Jiaxi Tang and
Francois Belletti and
Sagar Jain and
Minmin Chen and
Alex Beutel and
Can Xu and
Ed H. Chi},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Towards Neural Mixture Recommender for Long Range Dependent User Sequences},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {1782--1793},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313650},
doi = {10.1145/3308558.3313650},
timestamp = {Sun, 22 Sep 2019 18:12:47 +0200},
biburl = {https://dblp.org/rec/conf/www/TangBJCBXC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04562,
author = {Alex Beutel and
Jilin Chen and
Tulsee Doshi and
Hai Qian and
Allison Woodruff and
Christine Luu and
Pierre Kreitmann and
Jonathan Bischof and
Ed H. Chi},
title = {Putting Fairness Principles into Practice: Challenges, Metrics, and
Improvements},
journal = {CoRR},
volume = {abs/1901.04562},
year = {2019},
url = {http://arxiv.org/abs/1901.04562},
eprinttype = {arXiv},
eprint = {1901.04562},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08588,
author = {Jiaxi Tang and
Francois Belletti and
Sagar Jain and
Minmin Chen and
Alex Beutel and
Can Xu and
Ed H. Chi},
title = {Towards Neural Mixture Recommender for Long Range Dependent User Sequences},
journal = {CoRR},
volume = {abs/1902.08588},
year = {2019},
url = {http://arxiv.org/abs/1902.08588},
eprinttype = {arXiv},
eprint = {1902.08588},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00780,
author = {Alex Beutel and
Jilin Chen and
Tulsee Doshi and
Hai Qian and
Li Wei and
Yi Wu and
Lukasz Heldt and
Zhe Zhao and
Lichan Hong and
Ed H. Chi and
Cristos Goodrow},
title = {Fairness in Recommendation Ranking through Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1903.00780},
year = {2019},
url = {http://arxiv.org/abs/1903.00780},
eprinttype = {arXiv},
eprint = {1903.00780},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09688,
author = {Candice Schumann and
Xuezhi Wang and
Alex Beutel and
Jilin Chen and
Hai Qian and
Ed H. Chi},
title = {Transfer of Machine Learning Fairness across Domains},
journal = {CoRR},
volume = {abs/1906.09688},
year = {2019},
url = {http://arxiv.org/abs/1906.09688},
eprinttype = {arXiv},
eprint = {1906.09688},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11779,
author = {Flavien Prost and
Hai Qian and
Qiuwen Chen and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
title = {Toward a better trade-off between performance and fairness with kernel-based
distribution matching},
journal = {CoRR},
volume = {abs/1910.11779},
year = {2019},
url = {http://arxiv.org/abs/1910.11779},
eprinttype = {arXiv},
eprint = {1910.11779},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01916,
author = {Xuezhi Wang and
Nithum Thain and
Anu Sinha and
Ed H. Chi and
Jilin Chen and
Alex Beutel},
title = {Practical Compositional Fairness: Understanding Fairness in Multi-Task
{ML} Systems},
journal = {CoRR},
volume = {abs/1911.01916},
year = {2019},
url = {http://arxiv.org/abs/1911.01916},
eprinttype = {arXiv},
eprint = {1911.01916},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BellettiBJC18,
author = {Francois Belletti and
Alex Beutel and
Sagar Jain and
Ed Huai{-}hsin Chi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Factorized Recurrent Neural Architectures for Longer Range Dependence},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1522--1530},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/belletti18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BellettiBJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Christakopoulou18,
author = {Konstantina Christakopoulou and
Alex Beutel and
Rui Li and
Sagar Jain and
Ed H. Chi},
editor = {Yike Guo and
Faisal Farooq},
title = {Q{\&}R: {A} Two-Stage Approach toward Interactive Recommendation},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {139--148},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219894},
doi = {10.1145/3219819.3219894},
timestamp = {Wed, 13 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Christakopoulou18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoCCJBBC18,
author = {Qian Zhao and
Jilin Chen and
Minmin Chen and
Sagar Jain and
Alex Beutel and
Francois Belletti and
Ed H. Chi},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {Categorical-attributes-based item classification for recommender systems},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {320--328},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240367},
doi = {10.1145/3240323.3240367},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoCCJBBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KraskaBCDP18,
author = {Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {The Case for Learned Index Structures},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {489--504},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3196909},
doi = {10.1145/3183713.3196909},
timestamp = {Wed, 21 Nov 2018 12:44:08 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/KraskaBCDP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BeutelCJXLGC18,
author = {Alex Beutel and
Paul Covington and
Sagar Jain and
Can Xu and
Jia Li and
Vince Gatto and
Ed H. Chi},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Latent Cross: Making Use of Context in Recurrent Recommender Systems},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {46--54},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159727},
doi = {10.1145/3159652.3159727},
timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BeutelCJXLGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/PapalexakisBS18,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_354},
doi = {10.1007/978-1-4939-7131-2\_354},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/PapalexakisBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10610,
author = {Sahaj Garg and
Vincent Perot and
Nicole Limtiaco and
Ankur Taly and
Ed H. Chi and
Alex Beutel},
title = {Counterfactual Fairness in Text Classification through Robustness},
journal = {CoRR},
volume = {abs/1809.10610},
year = {2018},
url = {http://arxiv.org/abs/1809.10610},
eprinttype = {arXiv},
eprint = {1809.10610},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02353,
author = {Minmin Chen and
Alex Beutel and
Paul Covington and
Sagar Jain and
Francois Belletti and
Ed H. Chi},
title = {Top-K Off-Policy Correction for a {REINFORCE} Recommender System},
journal = {CoRR},
volume = {abs/1812.02353},
year = {2018},
url = {http://arxiv.org/abs/1812.02353},
eprinttype = {arXiv},
eprint = {1812.02353},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HooiSSBSF17,
author = {Bryan Hooi and
Kijung Shin and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Christos Faloutsos},
title = {Graph-Based Fraud Detection in the Face of Camouflage},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {44:1--44:26},
year = {2017},
url = {https://doi.org/10.1145/3056563},
doi = {10.1145/3056563},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {The Many Faces of Link Fraud},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1069--1074},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.140},
doi = {10.1109/ICDM.2017.140},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuABS17,
author = {Chao{-}Yuan Wu and
Amr Ahmed and
Alex Beutel and
Alexander J. Smola},
title = {Joint Training of Ratings and Reviews with Recurrent Recommender Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Bkv9FyHYx},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuABS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuABSJ17,
author = {Chao{-}Yuan Wu and
Amr Ahmed and
Alex Beutel and
Alexander J. Smola and
How Jing},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Recurrent Recommender Networks},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {495--503},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018689},
doi = {10.1145/3018661.3018689},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WuABSJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelCCPA17,
author = {Alex Beutel and
Ed Huai{-}hsin Chi and
Zhiyuan Cheng and
Hubert Pham and
John R. Anderson},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Beyond Globally Optimal: Focused Learning for Improved Recommendations},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {203--212},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052713},
doi = {10.1145/3038912.3052713},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BeutelCCPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
title = {{OEC:} Open-Ended Classification for Future-Proof Link-Fraud Detection},
journal = {CoRR},
volume = {abs/1704.01420},
year = {2017},
url = {http://arxiv.org/abs/1704.01420},
eprinttype = {arXiv},
eprint = {1704.01420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeutelCZC17,
author = {Alex Beutel and
Jilin Chen and
Zhe Zhao and
Ed H. Chi},
title = {Data Decisions and Theoretical Implications when Adversarially Learning
Fair Representations},
journal = {CoRR},
volume = {abs/1707.00075},
year = {2017},
url = {http://arxiv.org/abs/1707.00075},
eprinttype = {arXiv},
eprint = {1707.00075},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BeutelCZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01208,
author = {Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis},
title = {The Case for Learned Index Structures},
journal = {CoRR},
volume = {abs/1712.01208},
year = {2017},
url = {http://arxiv.org/abs/1712.01208},
eprinttype = {arXiv},
eprint = {1712.01208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/JiangCBFY16,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
title = {Inferring lockstep behavior from connectivity pattern in large graphs},
journal = {Knowl. Inf. Syst.},
volume = {48},
number = {2},
pages = {399--428},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0883-y},
doi = {10.1007/S10115-015-0883-Y},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/JiangCBFY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangCBFY16,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
title = {Catching Synchronized Behaviors in Large Networks: {A} Graph Mining
Approach},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {35:1--35:27},
year = {2016},
url = {https://doi.org/10.1145/2746403},
doi = {10.1145/2746403},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangCBFY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JiangBCHYF16,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
title = {Spotting Suspicious Behaviors in Multimodal Data: {A} General Metric
and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {8},
pages = {2187--2200},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2555310},
doi = {10.1109/TKDE.2016.2555310},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JiangBCHYF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/AgarwalBM16,
author = {Pankaj K. Agarwal and
Alex Beutel and
Thomas M{\o}lhave},
title = {TerraNNI: Natural Neighbor Interpolation on 2D and 3D Grids Using
a {GPU}},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {2},
number = {2},
pages = {7:1--7:31},
year = {2016},
url = {https://doi.org/10.1145/2786757},
doi = {10.1145/2786757},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/AgarwalBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBHAGMKF16,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
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 = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {327--334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0053},
doi = {10.1109/ICDMW.2016.0053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBHAGMKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HooiSBSSF16,
author = {Bryan Hooi and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Kijung Shin and
Christos Faloutsos},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {895--904},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939747},
doi = {10.1145/2939672.2939747},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HooiSBSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {495--503},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.56},
doi = {10.1137/1.9781611974348.56},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuBAS16,
author = {Chao{-}Yuan Wu and
Alex Beutel and
Amr Ahmed and
Alexander J. Smola},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Explaining Reviews and Ratings with {PACO:} Poisson Additive Co-Clustering},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {127--128},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2889400},
doi = {10.1145/2872518.2889400},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuBAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BeutelAF15,
author = {Alex Beutel and
Leman Akoglu and
Christos Faloutsos},
editor = {Indrajit Ray and
Ninghui Li and
Christopher Kruegel},
title = {Fraud Detection through Graph-Based User Behavior Modeling},
booktitle = {Proceedings of the 22nd {ACM} {SIGSAC} Conference on Computer and
Communications Security, Denver, CO, USA, October 12-16, 2015},
pages = {1696--1697},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2810103.2812702},
doi = {10.1145/2810103.2812702},
timestamp = {Tue, 10 Nov 2020 19:58:09 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BeutelAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangBCHYF15,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {A General Suspiciousness Metric for Dense Blocks in Multimodal Data},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {781--786},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.61},
doi = {10.1109/ICDM.2015.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangBCHYF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeutelAF15,
author = {Alex Beutel and
Leman Akoglu and
Christos Faloutsos},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Graph-Based User Behavior Modeling: From Prediction to Fraud Detection},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2309--2310},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2789985},
doi = {10.1145/2783258.2789985},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BeutelAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSBFV15,
author = {Maria Giatsoglou and
Despoina Chatzakou and
Neil Shah and
Alex Beutel and
Christos Faloutsos and
Athena Vakali},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {ND-Sync: Detecting Synchronized Fraud Activities},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {201--214},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_16},
doi = {10.1007/978-3-319-18032-8\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSBFV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelAS15,
author = {Alex Beutel and
Amr Ahmed and
Alexander J. Smola},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {{ACCAMS:} Additive Co-Clustering to Approximate Matrices Succinctly},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {119--129},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741091},
doi = {10.1145/2736277.2741091},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BeutelAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeutelAS15,
author = {Alex Beutel and
Amr Ahmed and
Alexander J. Smola},
title = {{ACCAMS:} Additive Co-Clustering to Approximate Matrices Succinctly},
journal = {CoRR},
volume = {abs/1501.00199},
year = {2015},
url = {http://arxiv.org/abs/1501.00199},
eprinttype = {arXiv},
eprint = {1501.00199},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeutelAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBHAGMKF15,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
journal = {CoRR},
volume = {abs/1510.05544},
year = {2015},
url = {http://arxiv.org/abs/1510.05544},
eprinttype = {arXiv},
eprint = {1510.05544},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShahBHAGMKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HooiSBGAKMF15,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
journal = {CoRR},
volume = {abs/1511.06030},
year = {2015},
url = {http://arxiv.org/abs/1511.06030},
eprinttype = {arXiv},
eprint = {1511.06030},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HooiSBGAKMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuBAS15,
author = {Chao{-}Yuan Wu and
Alex Beutel and
Amr Ahmed and
Alexander J. Smola},
title = {Explaining reviews and ratings with {PACO:} Poisson Additive Co-Clustering},
journal = {CoRR},
volume = {abs/1512.01845},
year = {2015},
url = {http://arxiv.org/abs/1512.01845},
eprinttype = {arXiv},
eprint = {1512.01845},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuBAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KumarBHX14,
author = {Abhimanu Kumar and
Alex Beutel and
Qirong Ho and
Eric P. Xing},
title = {Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on
Big Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {531--539},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kumar14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KumarBHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {959--964},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.36},
doi = {10.1109/ICDM.2014.36},
timestamp = {Fri, 28 Feb 2025 17:23:41 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {CatchSync: catching synchronized behavior in large directed graphs},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {941--950},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623632},
doi = {10.1145/2623330.2623632},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangCBFY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Inferring Strange Behavior from Connectivity Pattern in Social Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {126--138},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_11},
doi = {10.1007/978-3-319-06608-0\_11},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JiangCBFY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeutelTKFPX14,
author = {Alex Beutel and
Partha Pratim Talukdar and
Abhimanu Kumar and
Christos Faloutsos and
Evangelos E. Papalexakis and
Eric P. Xing},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {109--117},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.13},
doi = {10.1137/1.9781611973440.13},
timestamp = {Sun, 06 Oct 2024 21:13:56 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelMFS14,
author = {Alex Beutel and
Kenton Murray and
Christos Faloutsos and
Alexander J. Smola},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {CoBaFi: collaborative bayesian filtering},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {97--108},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568040},
doi = {10.1145/2566486.2568040},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BeutelMFS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Detecting suspicious following behavior in multimillion-node social
networks},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {305--306},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577306},
doi = {10.1145/2567948.2577306},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JiangCBFY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/PapalexakisBS14,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1054--1068},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_354},
doi = {10.1007/978-1-4614-6170-8\_354},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/PapalexakisBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
journal = {CoRR},
volume = {abs/1410.3915},
year = {2014},
url = {http://arxiv.org/abs/1410.3915},
eprinttype = {arXiv},
eprint = {1410.3915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahBGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelXGPF13,
author = {Alex Beutel and
Wanhong Xu and
Venkatesan Guruswami and
Christopher Palow and
Christos Faloutsos},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {CopyCatch: stopping group attacks by spotting lockstep behavior in
social networks},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {119--130},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488400},
doi = {10.1145/2488388.2488400},
timestamp = {Thu, 30 Jan 2025 09:01:37 +0100},
biburl = {https://dblp.org/rec/conf/www/BeutelXGPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PapalexakisBS12,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {403--410},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.72},
doi = {10.1109/ASONAM.2012.72},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PapalexakisBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeutelPRF12,
author = {Alex Beutel and
B. Aditya Prakash and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Interacting viruses in networks: can both survive?},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {426--434},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339601},
doi = {10.1145/2339530.2339601},
timestamp = {Sat, 01 Mar 2025 10:58:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BeutelPRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PrakashBRF12,
author = {B. Aditya Prakash and
Alex Beutel and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Winner takes all: competing viruses or ideas on fair-play networks},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {1037--1046},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187975},
doi = {10.1145/2187836.2187975},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PrakashBRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BeutelMABS11,
author = {Alex Beutel and
Thomas M{\o}lhave and
Pankaj K. Agarwal and
Arnold P. Boedihardjo and
James A. Shine},
editor = {Isabel F. Cruz and
Divyakant Agrawal and
Christian S. Jensen and
Eyal Ofek and
Egemen Tanin},
title = {TerraNNI: natural neighbor interpolation on a 3D grid using a {GPU}},
booktitle = {19th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
Information Systems, {ACM-GIS} 2011, November 1-4, 2011, Chicago,
IL, USA, Proceedings},
pages = {64--74},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2093973.2093984},
doi = {10.1145/2093973.2093984},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/BeutelMABS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BeutelMA10,
author = {Alex Beutel and
Thomas M{\o}lhave and
Pankaj K. Agarwal},
editor = {Divyakant Agrawal and
Pusheng Zhang and
Amr El Abbadi and
Mohamed F. Mokbel},
title = {Natural neighbor interpolation based grid {DEM} construction using
a {GPU}},
booktitle = {18th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
Information Systems, {ACM-GIS} 2010, November 3-5, 2010, San Jose,
CA, USA, Proceedings},
pages = {172--181},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1869790.1869817},
doi = {10.1145/1869790.1869817},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/BeutelMA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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