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BibTeX records: Oliver Schulte
@article{DBLP:journals/tmlr/SchulteP25,
author = {Oliver Schulte and
Pascal Poupart},
title = {When Should Reinforcement Learning Use Causal Reasoning?},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=D1PPuk8ZBI},
timestamp = {Tue, 24 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SchulteP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MahmoudzadehNZS24,
author = {Erfaneh Mahmoudzadeh and
Parmis Naddaf and
Kiarash Zahirnia and
Oliver Schulte},
title = {Deep Generative Models for Subgraph Prediction},
booktitle = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence,
19-24 October 2024, Santiago de Compostela, Spain - Including 13th
Conference on Prestigious Applications of Intelligent Systems {(PAIS}
2024)},
pages = {3128--3136},
year = {2024},
crossref = {DBLP:conf/ecai/2024},
url = {https://doi.org/10.3233/FAIA240856},
doi = {10.3233/FAIA240856},
timestamp = {Mon, 03 Mar 2025 21:02:32 +0100},
biburl = {https://dblp.org/rec/conf/ecai/MahmoudzadehNZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11124,
author = {Shayan Shirahmad Gale Bagi and
Zahra Gharaee and
Oliver Schulte and
Mark Crowley},
title = {Disentanglement in Implicit Causal Models via Switch Variable},
journal = {CoRR},
volume = {abs/2402.11124},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11124},
doi = {10.48550/ARXIV.2402.11124},
eprinttype = {arXiv},
eprint = {2402.11124},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04221,
author = {Oliver Schulte and
Pascal Poupart},
title = {Why Online Reinforcement Learning is Causal},
journal = {CoRR},
volume = {abs/2403.04221},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04221},
doi = {10.48550/ARXIV.2403.04221},
eprinttype = {arXiv},
eprint = {2403.04221},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04053,
author = {Erfaneh Mahmoudzadeh and
Parmis Naddaf and
Kiarash Zahirnia and
Oliver Schulte},
title = {Deep Generative Models for Subgraph Prediction},
journal = {CoRR},
volume = {abs/2408.04053},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04053},
doi = {10.48550/ARXIV.2408.04053},
eprinttype = {arXiv},
eprint = {2408.04053},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-17236,
author = {Jia Jun Cheng Xian and
Sadegh Mahdavi and
Renjie Liao and
Oliver Schulte},
title = {From Graph Diffusion to Graph Classification},
journal = {CoRR},
volume = {abs/2411.17236},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.17236},
doi = {10.48550/ARXIV.2411.17236},
eprinttype = {arXiv},
eprint = {2411.17236},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-17236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunSLP23,
author = {Xiangyu Sun and
Oliver Schulte and
Guiliang Liu and
Pascal Poupart},
title = {{NTS-NOTEARS:} Learning Nonparametric DBNs With Prior Knowledge},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
pages = {1942--1964},
year = {2023},
crossref = {DBLP:conf/aistats/2023},
url = {https://proceedings.mlr.press/v206/sun23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunSLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NaddafNZJS23,
author = {Parmis Naddaf and
Erfaneh Mahmoudzaheh Ahmadi Nejad and
Kiarash Zahirnia and
Manfred Jaeger and
Oliver Schulte},
title = {Joint Link Prediction Via Inference from a Model},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1877--1886},
year = {2023},
crossref = {DBLP:conf/cikm/2023},
url = {https://doi.org/10.1145/3583780.3614941},
doi = {10.1145/3583780.3614941},
timestamp = {Sun, 19 Jan 2025 13:12:15 +0100},
biburl = {https://dblp.org/rec/conf/cikm/NaddafNZJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BagiGS023,
author = {Shayan Shirahmad Gale Bagi and
Zahra Gharaee and
Oliver Schulte and
Mark Crowley},
title = {Generative Causal Representation Learning for Out-of-Distribution
Motion Forecasting},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {31596--31612},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/shirahmad-gale-bagi23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BagiGS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/JaegerLASP23,
author = {Manfred Jaeger and
Antonio Longa and
Steve Azzolin and
Oliver Schulte and
Andrea Passerini},
title = {A Simple Latent Variable Model for Graph Learning and Inference},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
pages = {26},
year = {2023},
crossref = {DBLP:conf/log/2023},
url = {https://proceedings.mlr.press/v231/jaeger24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/JaegerLASP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunS23,
author = {Xiangyu Sun and
Oliver Schulte},
title = {Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood
vs. Independence Testing},
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},
crossref = {DBLP:conf/nips/2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/11715d433f6f8b9106baae0df023deb3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zahirnia0CS23,
author = {Kiarash Zahirnia and
Yaochen Hu and
Mark Coates and
Oliver Schulte},
title = {Neural Graph Generation from Graph Statistics},
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},
crossref = {DBLP:conf/nips/2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/72153267883fbcafdb6e4662382696c5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zahirnia0CS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12930,
author = {Xiangyu Sun and
Oliver Schulte},
title = {Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood
vs. Independence Testing},
journal = {CoRR},
volume = {abs/2301.12930},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12930},
doi = {10.48550/ARXIV.2301.12930},
eprinttype = {arXiv},
eprint = {2301.12930},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07989,
author = {Oliver Schulte},
title = {From Graph Generation to Graph Classification},
journal = {CoRR},
volume = {abs/2302.07989},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07989},
doi = {10.48550/ARXIV.2302.07989},
eprinttype = {arXiv},
eprint = {2302.07989},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08635,
author = {Shayan Shirahmad Gale Bagi and
Zahra Gharaee and
Oliver Schulte and
Mark Crowley},
title = {Generative Causal Representation Learning for Out-of-Distribution
Motion Forecasting},
journal = {CoRR},
volume = {abs/2302.08635},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08635},
doi = {10.48550/ARXIV.2302.08635},
eprinttype = {arXiv},
eprint = {2302.08635},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01089,
author = {Oliver Schulte},
title = {Computing Expected Motif Counts for Exchangeable Graph Generative
Models},
journal = {CoRR},
volume = {abs/2305.01089},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01089},
doi = {10.48550/ARXIV.2305.01089},
eprinttype = {arXiv},
eprint = {2305.01089},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ZahirniaSLSN22,
author = {Kiarash Zahirnia and
Oliver Schulte and
Ke Li and
Ankita Sakhuja and
Parmis Naddaf},
title = {Deep Learning of Latent Edge Types from Relational Data},
booktitle = {35th Canadian Conference on Artificial Intelligence, Canadian {AI}
2022, Toronto, Ontario, Canada, May 30 - June 3, 2022, Proceedings},
year = {2022},
crossref = {DBLP:conf/ai/2022},
url = {https://doi.org/10.21428/594757db.06b4cfb6},
doi = {10.21428/594757DB.06B4CFB6},
timestamp = {Tue, 08 Apr 2025 14:59:51 +0200},
biburl = {https://dblp.org/rec/conf/ai/ZahirniaSLSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuoLDSP22,
author = {Yudong Luo and
Guiliang Liu and
Haonan Duan and
Oliver Schulte and
Pascal Poupart},
title = {Distributional Reinforcement Learning with Monotonic Splines},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
year = {2022},
crossref = {DBLP:conf/iclr/2022},
url = {https://openreview.net/forum?id=C8Ltz08PtBp},
timestamp = {Mon, 26 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuoLDSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/linhac/Schulte22,
author = {Oliver Schulte},
title = {Valuing Actions and Ranking Hockey Players With Machine Learning},
booktitle = {Proceedings of the Link{\"{o}}ping Hockey Analytics Conference
2022 Research Track, {LINHAC} 2022, Link{\"{o}}ping, Sweden,
June 6-8, 2022},
pages = {2--9},
year = {2022},
crossref = {DBLP:conf/linhac/2022},
url = {https://doi.org/10.3384/ecp191001},
doi = {10.3384/ECP191001},
timestamp = {Sat, 30 Sep 2023 09:52:09 +0200},
biburl = {https://dblp.org/rec/conf/linhac/Schulte22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLSP22,
author = {Guiliang Liu and
Yudong Luo and
Oliver Schulte and
Pascal Poupart},
title = {Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player
Evaluation in Sports Game},
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},
crossref = {DBLP:conf/nips/2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7f6e51d8298aa01b084b700ab91aff94-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuLSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZahirniaSNL22,
author = {Kiarash Zahirnia and
Oliver Schulte and
Parmis Naddaf and
Ke Li},
title = {Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders},
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},
crossref = {DBLP:conf/nips/2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c400474e8a36d0812fdee52739288b12-Abstract-Conference.html},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZahirniaSNL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16844,
author = {Kiarash Zahirnia and
Oliver Schulte and
Parmis Naddaf and
Ke Li},
title = {Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders},
journal = {CoRR},
volume = {abs/2210.16844},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16844},
doi = {10.48550/ARXIV.2210.16844},
eprinttype = {arXiv},
eprint = {2210.16844},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSSP21,
author = {Guiliang Liu and
Xiangyu Sun and
Oliver Schulte and
Pascal Poupart},
title = {Learning Tree Interpretation from Object Representation for Deep Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19622--19636},
year = {2021},
crossref = {DBLP:conf/nips/2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a35fe7f7fe8217b4369a0af4244d1fca-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuSSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangSL21,
author = {Mohan Zhang and
Oliver Schulte and
Yudong Luo},
title = {Leveraging Approximate Constraints for Localized Data Error Detection},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {36--44},
year = {2021},
crossref = {DBLP:conf/sigmod/2021aidm},
url = {https://doi.org/10.1145/3464509.3464888},
doi = {10.1145/3464509.3464888},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15239,
author = {Kiarash Zahirnia and
Ankita Sakhuja and
Oliver Schulte and
Parmis Nadaf and
Ke Li and
Xia Hu},
title = {Generating the Graph Gestalt: Kernel-Regularized Graph Representation
Learning},
journal = {CoRR},
volume = {abs/2106.15239},
year = {2021},
url = {https://arxiv.org/abs/2106.15239},
eprinttype = {arXiv},
eprint = {2106.15239},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04286,
author = {Xiangyu Sun and
Guiliang Liu and
Pascal Poupart and
Oliver Schulte},
title = {{NTS-NOTEARS:} Learning Nonparametric Temporal DAGs With Time-Series
Data and Prior Knowledge},
journal = {CoRR},
volume = {abs/2109.04286},
year = {2021},
url = {https://arxiv.org/abs/2109.04286},
eprinttype = {arXiv},
eprint = {2109.04286},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09767,
author = {Richard Mar and
Oliver Schulte},
title = {Pre and Post Counting for Scalable Statistical-Relational Model Discovery},
journal = {CoRR},
volume = {abs/2110.09767},
year = {2021},
url = {https://arxiv.org/abs/2110.09767},
eprinttype = {arXiv},
eprint = {2110.09767},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RiahiS20,
author = {Fatemeh Riahi and
Oliver Schulte},
title = {Model-based exception mining for object-relational data},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {3},
pages = {681--722},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00677-w},
doi = {10.1007/S10618-020-00677-W},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RiahiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiuLSK20,
author = {Guiliang Liu and
Yudong Luo and
Oliver Schulte and
Tarak Kharrat},
title = {Deep soccer analytics: learning an action-value function for evaluating
soccer players},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1531--1559},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00705-9},
doi = {10.1007/S10618-020-00705-9},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiuLSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KhademiS20,
author = {Mahmoud Khademi and
Oliver Schulte},
title = {Deep Generative Probabilistic Graph Neural Networks for Scene Graph
Generation},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {11237--11245},
year = {2020},
crossref = {DBLP:conf/aaai/2020},
url = {https://doi.org/10.1609/aaai.v34i07.6783},
doi = {10.1609/AAAI.V34I07.6783},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KhademiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoSP20,
author = {Yudong Luo and
Oliver Schulte and
Pascal Poupart},
title = {Inverse Reinforcement Learning for Team Sports: Valuing Actions and
Players},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3356--3363},
year = {2020},
crossref = {DBLP:conf/ijcai/2020},
url = {https://doi.org/10.24963/ijcai.2020/464},
doi = {10.24963/IJCAI.2020/464},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JaegerS20,
author = {Manfred Jaeger and
Oliver Schulte},
title = {A Complete Characterization of Projectivity for Statistical Relational
Models},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4283--4290},
year = {2020},
crossref = {DBLP:conf/ijcai/2020},
url = {https://doi.org/10.24963/ijcai.2020/591},
doi = {10.24963/IJCAI.2020/591},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/JaegerS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunDSL20,
author = {Xiangyu Sun and
Jack Davis and
Oliver Schulte and
Guiliang Liu},
title = {Cracking the Black Box: Distilling Deep Sports Analytics},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3154--3162},
year = {2020},
crossref = {DBLP:conf/kdd/2020},
url = {https://doi.org/10.1145/3394486.3403367},
doi = {10.1145/3394486.3403367},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SunDSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSPRJ20,
author = {Guiliang Liu and
Oliver Schulte and
Pascal Poupart and
Mike Rudd and
Mehrsan Javan},
title = {Learning Agent Representations for Ice Hockey},
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},
crossref = {DBLP:conf/nips/2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/d90e5b6628b4291225cba0bdc643c295-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuSPRJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YanSZWC20,
author = {Jing Nathan Yan and
Oliver Schulte and
Mohan Zhang and
Jiannan Wang and
Reynold Cheng},
title = {{SCODED:} Statistical Constraint Oriented Data Error Detection},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {845--860},
year = {2020},
crossref = {DBLP:conf/sigmod/2020},
url = {https://doi.org/10.1145/3318464.3380568},
doi = {10.1145/3318464.3380568},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/YanSZWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10984,
author = {Manfred Jaeger and
Oliver Schulte},
title = {A Complete Characterization of Projectivity for Statistical Relational
Models},
journal = {CoRR},
volume = {abs/2004.10984},
year = {2020},
url = {https://arxiv.org/abs/2004.10984},
eprinttype = {arXiv},
eprint = {2004.10984},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04551,
author = {Xiangyu Sun and
Jack Davis and
Oliver Schulte and
Guiliang Liu},
title = {Cracking the Black Box: Distilling Deep Sports Analytics},
journal = {CoRR},
volume = {abs/2006.04551},
year = {2020},
url = {https://arxiv.org/abs/2006.04551},
eprinttype = {arXiv},
eprint = {2006.04551},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/SchulteQ19,
author = {Oliver Schulte and
Zhensong Qian},
title = {{FACTORBASE:} multi-relational structure learning with {SQL} all the
way},
journal = {Int. J. Data Sci. Anal.},
volume = {7},
number = {4},
pages = {289--309},
year = {2019},
url = {https://doi.org/10.1007/s41060-018-0130-1},
doi = {10.1007/S41060-018-0130-1},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/SchulteQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sLogica/Schulte19,
author = {Oliver Schulte},
title = {Causal Learning with Occam's Razor},
journal = {Stud Logica},
volume = {107},
number = {5},
pages = {991--1023},
year = {2019},
url = {https://doi.org/10.1007/s11225-018-9829-1},
doi = {10.1007/S11225-018-9829-1},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sLogica/Schulte19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09711,
author = {Jing Nathan Yan and
Oliver Schulte and
Jiannan Wang and
Reynold Cheng},
title = {Detecting Data Errors with Statistical Constraints},
journal = {CoRR},
volume = {abs/1902.09711},
year = {2019},
url = {http://arxiv.org/abs/1902.09711},
eprinttype = {arXiv},
eprint = {1902.09711},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/KhademiS18,
author = {Mahmoud Khademi and
Oliver Schulte},
title = {Dynamic Gated Graph Neural Networks for Scene Graph Generation},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {VI}},
pages = {669--685},
year = {2018},
crossref = {DBLP:conf/accv/2018-6},
url = {https://doi.org/10.1007/978-3-030-20876-9\_42},
doi = {10.1007/978-3-030-20876-9\_42},
timestamp = {Mon, 27 May 2019 15:43:29 +0200},
biburl = {https://dblp.org/rec/conf/accv/KhademiS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KhademiS18,
author = {Mahmoud Khademi and
Oliver Schulte},
title = {Image Caption Generation With Hierarchical Contextual Visual Spatial
Attention},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {1943--1951},
year = {2018},
crossref = {DBLP:conf/cvpr/2018w},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w39/html/Khademi\_Image\_Caption\_Generation\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00260},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KhademiS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuS18,
author = {Guiliang Liu and
Oliver Schulte},
title = {Deep Reinforcement Learning in Ice Hockey for Context-Aware Player
Evaluation},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3442--3448},
year = {2018},
crossref = {DBLP:conf/ijcai/2018},
url = {https://doi.org/10.24963/ijcai.2018/478},
doi = {10.24963/IJCAI.2018/478},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuZS18a,
author = {Guiliang Liu and
Wang Zhu and
Oliver Schulte},
title = {Interpreting Deep Sports Analytics: Valuing Actions and Players in
the {NHL}},
booktitle = {Proceedings of the 5th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2018 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2018), Dublin, Ireland, September 10th, 2018},
pages = {69--81},
year = {2018},
crossref = {DBLP:conf/pkdd/2018mlsa},
url = {https://doi.org/10.1007/978-3-030-17274-9\_6},
doi = {10.1007/978-3-030-17274-9\_6},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuZS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuSL18a,
author = {Yejia Liu and
Oliver Schulte and
Chao Li},
title = {Model Trees for Identifying Exceptional Players in the {NHL} and {NBA}
Drafts},
booktitle = {Proceedings of the 5th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2018 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2018), Dublin, Ireland, September 10th, 2018},
pages = {93--105},
year = {2018},
crossref = {DBLP:conf/pkdd/2018mlsa},
url = {https://doi.org/10.1007/978-3-030-17274-9\_8},
doi = {10.1007/978-3-030-17274-9\_8},
timestamp = {Tue, 09 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuSL18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuSZL18,
author = {Guiliang Liu and
Oliver Schulte and
Wang Zhu and
Qingcan Li},
title = {Toward Interpretable Deep Reinforcement Learning with Linear Model
U-Trees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
pages = {414--429},
year = {2018},
crossref = {DBLP:conf/pkdd/2018-2},
url = {https://doi.org/10.1007/978-3-030-10928-8\_25},
doi = {10.1007/978-3-030-10928-8\_25},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuSZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08765,
author = {Oliver Schulte and
Yejia Liu and
Chao Li},
title = {Model Trees for Identifying Exceptional Players in the {NHL} Draft},
journal = {CoRR},
volume = {abs/1802.08765},
year = {2018},
url = {http://arxiv.org/abs/1802.08765},
eprinttype = {arXiv},
eprint = {1802.08765},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11088,
author = {Guiliang Liu and
Oliver Schulte},
title = {Deep Reinforcement Learning in Ice Hockey for Context-Aware Player
Evaluation},
journal = {CoRR},
volume = {abs/1805.11088},
year = {2018},
url = {http://arxiv.org/abs/1805.11088},
eprinttype = {arXiv},
eprint = {1805.11088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00381,
author = {Fatemeh Riahi and
Oliver Schulte},
title = {Model-based Exception Mining for Object-Relational Data},
journal = {CoRR},
volume = {abs/1807.00381},
year = {2018},
url = {http://arxiv.org/abs/1807.00381},
eprinttype = {arXiv},
eprint = {1807.00381},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00564,
author = {Manfred Jaeger and
Oliver Schulte},
title = {Inference, Learning, and Population Size: Projectivity for {SRL} Models},
journal = {CoRR},
volume = {abs/1807.00564},
year = {2018},
url = {http://arxiv.org/abs/1807.00564},
eprinttype = {arXiv},
eprint = {1807.00564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05887,
author = {Guiliang Liu and
Oliver Schulte and
Wang Zhu and
Qingcan Li},
title = {Toward Interpretable Deep Reinforcement Learning with Linear Model
U-Trees},
journal = {CoRR},
volume = {abs/1807.05887},
year = {2018},
url = {http://arxiv.org/abs/1807.05887},
eprinttype = {arXiv},
eprint = {1807.05887},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchulteKGZJD17,
author = {Oliver Schulte and
Mahmoud Khademi and
Sajjad Gholami and
Zeyu Zhao and
Mehrsan Javan Roshtkhari and
Philippe Desaulniers},
title = {A Markov Game model for valuing actions, locations, and team performance
in ice hockey},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1735--1757},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0496-z},
doi = {10.1007/S10618-017-0496-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SchulteKGZJD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SchulteG17,
author = {Oliver Schulte and
Sajjad Gholami},
title = {Locally Consistent Bayesian Network Scores for Multi-Relational Data},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2693--2700},
year = {2017},
crossref = {DBLP:conf/ijcai/2017},
url = {https://doi.org/10.24963/ijcai.2017/375},
doi = {10.24963/IJCAI.2017/375},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SchulteG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulteQKYS16,
author = {Oliver Schulte and
Zhensong Qian and
Arthur E. Kirkpatrick and
Xiaoqian Yin and
Yan Sun},
title = {Fast learning of relational dependency networks},
journal = {Mach. Learn.},
volume = {103},
number = {3},
pages = {377--406},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5557-9},
doi = {10.1007/S10994-016-5557-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchulteQKYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BeaudoinSS16,
author = {David Beaudoin and
Oliver Schulte and
Tim B. Swartz},
title = {Biased penalty calls in the National Hockey League},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {365--372},
year = {2016},
url = {https://doi.org/10.1002/sam.11320},
doi = {10.1002/SAM.11320},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BeaudoinSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/RiahiS16,
author = {Fatemeh Riahi and
Oliver Schulte},
title = {Propositionalization for Unsupervised Outlier Detection in Multi-Relational
Data},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {448--453},
year = {2016},
crossref = {DBLP:conf/flairs/2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12786},
timestamp = {Wed, 26 Oct 2022 08:35:12 +0200},
biburl = {https://dblp.org/rec/conf/flairs/RiahiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/QianS15,
author = {Zhensong Qian and
Oliver Schulte},
title = {FactorBase : Multi-relational model learning with {SQL} all the way},
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},
year = {2015},
crossref = {DBLP:conf/dsaa/2015},
url = {https://doi.org/10.1109/DSAA.2015.7344828},
doi = {10.1109/DSAA.2015.7344828},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/QianS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchulteZR15,
author = {Oliver Schulte and
Zeyu Zhao and
Kurt Routley},
title = {What is the Value of an Action in Ice Hockey? Q-Learning for the {NHL}},
booktitle = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2015 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2015), Porto, Portugal, September 11th, 2015},
pages = {77--86},
year = {2015},
crossref = {DBLP:conf/pkdd/2015mlsa},
url = {https://ceur-ws.org/Vol-1970/paper-10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchulteZR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/RiahiS15,
author = {Fatemeh Riahi and
Oliver Schulte},
title = {Model-Based Outlier Detection for Object-Relational Data},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
Cape Town, South Africa, December 7-10, 2015},
pages = {1590--1598},
year = {2015},
crossref = {DBLP:conf/ssci/2015},
url = {https://doi.org/10.1109/SSCI.2015.224},
doi = {10.1109/SSCI.2015.224},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/RiahiS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RoutleyS15,
author = {Kurt Routley and
Oliver Schulte},
title = {A Markov Game Model for Valuing Player Actions in Ice Hockey},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {782--791},
year = {2015},
crossref = {DBLP:conf/uai/2015},
url = {http://auai.org/uai2015/proceedings/papers/130.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/RoutleyS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulteQ15,
author = {Oliver Schulte and
Zhensong Qian},
title = {{SQL} for {SRL:} Structure Learning Inside a Database System},
journal = {CoRR},
volume = {abs/1507.00646},
year = {2015},
url = {http://arxiv.org/abs/1507.00646},
eprinttype = {arXiv},
eprint = {1507.00646},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulteQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulteQ15a,
author = {Oliver Schulte and
Zhensong Qian},
title = {FactorBase: {SQL} for Learning {A} Multi-Relational Graphical Model},
journal = {CoRR},
volume = {abs/1508.02428},
year = {2015},
url = {http://arxiv.org/abs/1508.02428},
eprinttype = {arXiv},
eprint = {1508.02428},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulteQ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MotlS15,
author = {Jan Motl and
Oliver Schulte},
title = {The {CTU} Prague Relational Learning Repository},
journal = {CoRR},
volume = {abs/1511.03086},
year = {2015},
url = {http://arxiv.org/abs/1511.03086},
eprinttype = {arXiv},
eprint = {1511.03086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MotlS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulteKKGZ14,
author = {Oliver Schulte and
Hassan Khosravi and
Arthur E. Kirkpatrick and
Tianxiang Gao and
Yuke Zhu},
title = {Modelling relational statistics with Bayes Nets},
journal = {Mach. Learn.},
volume = {94},
number = {1},
pages = {105--125},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5362-7},
doi = {10.1007/S10994-013-5362-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchulteKKGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiahiSL14,
author = {Fatemeh Riahi and
Oliver Schulte and
Qing Li},
title = {A Proposal for Statistical Outlier Detection in Relational Structures},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
year = {2014},
crossref = {DBLP:conf/aaai/2014stat},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8780},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RiahiSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/SchulteR14,
author = {Oliver Schulte and
Kurt Routley},
title = {Aggregating predictions vs. aggregating features for relational classification},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence and Data Mining,
{CIDM} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {121--128},
year = {2014},
crossref = {DBLP:conf/cidm/2014},
url = {https://doi.org/10.1109/CIDM.2014.7008657},
doi = {10.1109/CIDM.2014.7008657},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/SchulteR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/QianSS14,
author = {Zhensong Qian and
Oliver Schulte and
Yan Sun},
title = {Computing Multi-Relational Sufficient Statistics for Large Databases},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1249--1258},
year = {2014},
crossref = {DBLP:conf/cikm/2014},
url = {https://doi.org/10.1145/2661829.2662010},
doi = {10.1145/2661829.2662010},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/QianSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QianSS14,
author = {Zhensong Qian and
Oliver Schulte and
Yan Sun},
title = {Computing Multi-Relational Sufficient Statistics for Large Databases},
journal = {CoRR},
volume = {abs/1408.5389},
year = {2014},
url = {http://arxiv.org/abs/1408.5389},
eprinttype = {arXiv},
eprint = {1408.5389},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QianSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulteQKYS14,
author = {Oliver Schulte and
Zhensong Qian and
Arthur E. Kirkpatrick and
Xiaoqian Yin and
Yan Sun},
title = {Fast Learning of Relational Dependency Networks},
journal = {CoRR},
volume = {abs/1410.7835},
year = {2014},
url = {http://arxiv.org/abs/1410.7835},
eprinttype = {arXiv},
eprint = {1410.7835},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulteQKYS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BinaSCQX13,
author = {Bahareh Bina and
Oliver Schulte and
Branden Crawford and
Zhensong Qian and
Yi Xiong},
title = {Simple decision forests for multi-relational classification},
journal = {Decis. Support Syst.},
volume = {54},
number = {3},
pages = {1269--1279},
year = {2013},
url = {https://doi.org/10.1016/j.dss.2012.11.017},
doi = {10.1016/J.DSS.2012.11.017},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/BinaSCQX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoEXCS13,
author = {Byron J. Gao and
Martin Ester and
Hui Xiong and
Jin{-}Yi Cai and
Oliver Schulte},
title = {The Minimum Consistent Subset Cover Problem: {A} Minimization View
of Data Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {3},
pages = {690--703},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.260},
doi = {10.1109/TKDE.2011.260},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GaoEXCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SchulteRL13,
author = {Oliver Schulte and
Fatemeh Riahi and
Qing Li},
title = {Identifying Important Nodes in Heterogenous Networks},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
year = {2013},
crossref = {DBLP:conf/aaai/2013late},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7126},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SchulteRL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/SchulteBCBX13,
author = {Oliver Schulte and
Bahareh Bina and
Branden Crawford and
D. Bingham and
Yi Xiong},
title = {A hierarchy of independence assumptions for multi-relational Bayes
net classifiers},
booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
pages = {150--159},
year = {2013},
crossref = {DBLP:conf/cidm/2013},
url = {https://doi.org/10.1109/CIDM.2013.6597230},
doi = {10.1109/CIDM.2013.6597230},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/SchulteBCBX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/KhosraviBS13,
author = {Hassan Khosravi and
Ali Bozorgkhan and
Oliver Schulte},
title = {Transaction-based link strength prediction in a social network},
booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
pages = {191--198},
year = {2013},
crossref = {DBLP:conf/cidm/2013},
url = {https://doi.org/10.1109/CIDM.2013.6597236},
doi = {10.1109/CIDM.2013.6597236},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/KhosraviBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gkr/QianS13,
author = {Zhensong Qian and
Oliver Schulte},
title = {Learning Bayes Nets for Relational Data with Link Uncertainty},
booktitle = {Graph Structures for Knowledge Representation and Reasoning - Third
International Workshop, {GKR} 2013, Beijing, China, August 3, 2013.
Revised Selected Papers},
pages = {123--137},
year = {2013},
crossref = {DBLP:conf/gkr/2013},
url = {https://doi.org/10.1007/978-3-319-04534-4\_9},
doi = {10.1007/978-3-319-04534-4\_9},
timestamp = {Mon, 03 Jan 2022 22:26:13 +0100},
biburl = {https://dblp.org/rec/conf/gkr/QianS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulteK12,
author = {Oliver Schulte and
Hassan Khosravi},
title = {Learning graphical models for relational data via lattice search},
journal = {Mach. Learn.},
volume = {88},
number = {3},
pages = {331--368},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5289-4},
doi = {10.1007/S10994-012-5289-4},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchulteK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KhosraviSHG12,
author = {Hassan Khosravi and
Oliver Schulte and
Jianfeng Hu and
Tianxiang Gao},
title = {Learning compact Markov logic networks with decision trees},
journal = {Mach. Learn.},
volume = {89},
number = {3},
pages = {257--277},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5307-6},
doi = {10.1007/S10994-012-5307-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KhosraviSHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulteKM12,
author = {Oliver Schulte and
Hassan Khosravi and
Tong Man},
title = {Learning directed relational models with recursive dependencies},
journal = {Mach. Learn.},
volume = {89},
number = {3},
pages = {299--316},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5308-5},
doi = {10.1007/S10994-012-5308-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchulteKM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/SchulteKGZ12,
author = {Oliver Schulte and
Hassan Khosravi and
Tianxiang Gao and
Yuke Zhu},
title = {Random Regression for Bayes Nets Applied to Relational Data},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
crossref = {DBLP:conf/starai/2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/schulte.pdf},
timestamp = {Thu, 10 Nov 2022 14:49:26 +0100},
biburl = {https://dblp.org/rec/conf/starai/SchulteKGZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KhosraviSHG12,
author = {Hassan Khosravi and
Oliver Schulte and
Jianfeng Hu and
Tianxiang Gao},
title = {Learning Compact Markov Logic Networks with Decision Trees},
booktitle = {Inductive Logic Programming - 21st International Conference, {ILP}
2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected
Papers},
pages = {20--25},
year = {2011},
crossref = {DBLP:conf/ilp/2011},
url = {https://doi.org/10.1007/978-3-642-31951-8\_5},
doi = {10.1007/978-3-642-31951-8\_5},
timestamp = {Sun, 06 Oct 2024 21:08:07 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KhosraviSHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/SchulteKM12,
author = {Oliver Schulte and
Hassan Khosravi and
Tong Man},
title = {Learning Directed Relational Models with Recursive Dependencies},
booktitle = {Inductive Logic Programming - 21st International Conference, {ILP}
2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected
Papers},
pages = {39--44},
year = {2011},
crossref = {DBLP:conf/ilp/2011},
url = {https://doi.org/10.1007/978-3-642-31951-8\_8},
doi = {10.1007/978-3-642-31951-8\_8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/SchulteKM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Schulte11,
author = {Oliver Schulte},
title = {A Tractable Pseudo-Likelihood Function for Bayes Nets Applied to Relational
Data},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {462--473},
year = {2011},
crossref = {DBLP:conf/sdm/2011},
url = {https://doi.org/10.1137/1.9781611972818.40},
doi = {10.1137/1.9781611972818.40},
timestamp = {Sun, 02 Nov 2025 21:27:40 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Schulte11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ios/p/DahlSS11,
author = {Ver{\'{o}}nica Dahl and
Sara Saghaei and
Oliver Schulte},
title = {Deidentification within Unstructured Medical Records},
booktitle = {Biology, Computation and Linguistics - New Interdisciplinary Paradigms},
pages = {43--54},
year = {2011},
crossref = {DBLP:books/ios/BDJ2011},
url = {https://doi.org/10.3233/978-1-60750-762-8-43},
doi = {10.3233/978-1-60750-762-8-43},
timestamp = {Mon, 30 May 2022 13:50:03 +0200},
biburl = {https://dblp.org/rec/books/ios/p/DahlSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/SchulteLG10,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
title = {Mind change optimal learning of Bayes net structure from dependency
and independency data},
journal = {Inf. Comput.},
volume = {208},
number = {1},
pages = {63--82},
year = {2010},
url = {https://doi.org/10.1016/j.ic.2009.03.009},
doi = {10.1016/J.IC.2009.03.009},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/SchulteLG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BerenbrinkS10,
author = {Petra Berenbrink and
Oliver Schulte},
title = {Evolutionary equilibrium in Bayesian routing games: Specialization
and niche formation},
journal = {Theor. Comput. Sci.},
volume = {411},
number = {7-9},
pages = {1054--1074},
year = {2010},
url = {https://doi.org/10.1016/j.tcs.2009.11.015},
doi = {10.1016/J.TCS.2009.11.015},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BerenbrinkS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KhosraviSMXB10,
author = {Hassan Khosravi and
Oliver Schulte and
Tong Man and
Xiaoyuan Xu and
Bahareh Bina},
title = {Structure Learning for Markov Logic Networks with Many Descriptive
Attributes},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {487--493},
year = {2010},
crossref = {DBLP:conf/aaai/2010},
url = {https://doi.org/10.1609/aaai.v24i1.7685},
doi = {10.1609/AAAI.V24I1.7685},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KhosraviSMXB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SchulteFGK10,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Hassan Khosravi},
title = {The {IMAP} Hybrid Method for Learning Gaussian Bayes Nets},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
pages = {123--134},
year = {2010},
crossref = {DBLP:conf/ai/2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_14},
doi = {10.1007/978-3-642-13059-5\_14},
timestamp = {Thu, 28 Sep 2023 12:27:10 +0200},
biburl = {https://dblp.org/rec/conf/ai/SchulteFGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SchulteD10,
author = {Oliver Schulte and
Mark S. Drew},
title = {Discovery of Conservation Laws via Matrix Search},
booktitle = {Discovery Science - 13th International Conference, {DS} 2010, Canberra,
Australia, October 6-8, 2010. Proceedings},
pages = {236--250},
year = {2010},
crossref = {DBLP:conf/dis/2010},
url = {https://doi.org/10.1007/978-3-642-16184-1\_17},
doi = {10.1007/978-3-642-16184-1\_17},
timestamp = {Thu, 19 Mar 2020 15:28:05 +0100},
biburl = {https://dblp.org/rec/conf/dis/SchulteD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/SchulteFGLK09,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Wei Luo and
Hassan Khosravi},
title = {A new hybrid method for Bayesian network learning With dependency
constraints},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
pages = {53--60},
year = {2009},
crossref = {DBLP:conf/cidm/2009},
url = {https://doi.org/10.1109/CIDM.2009.4938629},
doi = {10.1109/CIDM.2009.4938629},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/SchulteFGLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BinaSK09,
author = {Bahareh Bina and
Oliver Schulte and
Hassan Khosravi},
title = {{LNBC:} {A} Link-Based Naive Bayes Classifier},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {489--494},
year = {2009},
crossref = {DBLP:conf/icdm/2009w},
url = {https://doi.org/10.1109/ICDMW.2009.116},
doi = {10.1109/ICDMW.2009.116},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BinaSK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Schulte09,
author = {Oliver Schulte},
title = {Simultaneous Discovery of Conservation Laws and Hidden Particles with
Smith Matrix Decomposition},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1481--1487},
year = {2009},
crossref = {DBLP:conf/ijcai/2009},
url = {http://ijcai.org/Proceedings/09/Papers/248.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Schulte09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0811-4458,
author = {Oliver Schulte and
Hassan Khosravi and
Flavia Moser and
Martin Ester},
title = {Join Bayes Nets: {A} new type of Bayes net for relational data},
journal = {CoRR},
volume = {abs/0811.4458},
year = {2008},
url = {http://arxiv.org/abs/0811.4458},
eprinttype = {arXiv},
eprint = {0811.4458},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0811-4458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchulteLG07,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
title = {Mind Change Optimal Learning of Bayes Net Structure},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
pages = {187--202},
year = {2007},
crossref = {DBLP:conf/colt/2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_15},
doi = {10.1007/978-3-540-72927-3\_15},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SchulteLG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/BerenbrinkS07,
author = {Petra Berenbrink and
Oliver Schulte},
title = {Evolutionary Equilibrium in Bayesian Routing Games: Specialization
and Niche Formation},
booktitle = {Algorithms - {ESA} 2007, 15th Annual European Symposium, Eilat, Israel,
October 8-10, 2007, Proceedings},
pages = {29--40},
year = {2007},
crossref = {DBLP:conf/esa/2007},
url = {https://doi.org/10.1007/978-3-540-75520-3\_5},
doi = {10.1007/978-3-540-75520-3\_5},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/esa/BerenbrinkS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoESCX07,
author = {Byron J. Gao and
Martin Ester and
Jin{-}yi Cai and
Oliver Schulte and
Hui Xiong},
title = {The minimum consistent subset cover problem and its applications in
data mining},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {310--319},
year = {2007},
crossref = {DBLP:conf/kdd/2007},
url = {https://doi.org/10.1145/1281192.1281228},
doi = {10.1145/1281192.1281228},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GaoESCX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/leus/Schulte07,
author = {Oliver Schulte},
title = {Logically Reliable Inductive Inference},
booktitle = {Induction, Algorithmic Learning Theory, and Philosophy},
pages = {157--178},
year = {2007},
crossref = {DBLP:series/leus/Friend07},
url = {https://doi.org/10.1007/978-1-4020-6127-1\_6},
doi = {10.1007/978-1-4020-6127-1\_6},
timestamp = {Tue, 16 May 2017 14:24:24 +0200},
biburl = {https://dblp.org/rec/series/leus/Schulte07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0710-2083,
author = {Oliver Schulte and
Flavia Moser and
Martin Ester and
Zhiyong Lu},
title = {Association Rules in the Relational Calculus},
journal = {CoRR},
volume = {abs/0710.2083},
year = {2007},
url = {http://arxiv.org/abs/0710.2083},
eprinttype = {arXiv},
eprint = {0710.2083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0710-2083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/LuoS06,
author = {Wei Luo and
Oliver Schulte},
title = {Mind change efficient learning},
journal = {Inf. Comput.},
volume = {204},
number = {6},
pages = {989--1011},
year = {2006},
url = {https://doi.org/10.1016/j.ic.2006.02.004},
doi = {10.1016/J.IC.2006.02.004},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/LuoS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LuoS05,
author = {Wei Luo and
Oliver Schulte},
title = {Mind Change Efficient Learning},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
pages = {398--412},
year = {2005},
crossref = {DBLP:conf/colt/2005},
url = {https://doi.org/10.1007/11503415\_27},
doi = {10.1007/11503415\_27},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LuoS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/SchulteD04,
author = {Oliver Schulte and
James P. Delgrande},
title = {Representing von Neumann-Morgenstern Games in the Situation Calculus},
journal = {Ann. Math. Artif. Intell.},
volume = {42},
number = {1-3},
pages = {73--101},
year = {2004},
url = {https://doi.org/10.1023/B:AMAI.0000034523.18162.6b},
doi = {10.1023/B:AMAI.0000034523.18162.6B},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/SchulteD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tark/Schulte03,
author = {Oliver Schulte},
title = {Iterated backward inference: an algorithm for proper rationalizability},
booktitle = {Proceedings of the 9th Conference on Theoretical Aspects of Rationality
and Knowledge (TARK-2003), Bloomington, Indiana, USA, June 20-22,
2003},
pages = {15--28},
year = {2003},
crossref = {DBLP:conf/tark/2003},
url = {https://doi.org/10.1145/846241.846244},
doi = {10.1145/846241.846244},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tark/Schulte03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BartDS01,
author = {Bradley Bart and
James P. Delgrande and
Oliver Schulte},
title = {Knowledge and Planning in an Action-Based Multi-agent Framework: {A}
Case Study},
booktitle = {Advances in Artificial Intelligence, 14th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} 2001,
Ottawa, Canada, June 7-9, 2001, Proceedings},
pages = {121--130},
year = {2001},
crossref = {DBLP:conf/ai/2001},
url = {https://doi.org/10.1007/3-540-45153-6\_12},
doi = {10.1007/3-540-45153-6\_12},
timestamp = {Thu, 28 Sep 2023 12:27:04 +0200},
biburl = {https://dblp.org/rec/conf/ai/BartDS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jphil/Schulte99,
author = {Oliver Schulte},
title = {The Logic Of Reliable And Efficient Inquiry},
journal = {J. Philos. Log.},
volume = {28},
number = {4},
pages = {399--438},
year = {1999},
url = {https://doi.org/10.1023/A:1004443206028},
doi = {10.1023/A:1004443206028},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jphil/Schulte99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/synthese/Schulte99,
author = {Oliver Schulte},
title = {Minimal Belief Change and the Pareto Principle},
journal = {Synth.},
volume = {118},
number = {3},
pages = {329--361},
year = {1999},
url = {https://doi.org/10.1023/A:1005162303126},
doi = {10.1023/A:1005162303126},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/synthese/Schulte99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/Schulte99,
author = {Oliver Schulte},
title = {Minimal Belief Change and Pareto-Optimality},
booktitle = {Advanced Topics in Artificial Intelligence, 12th Australian Joint
Conference on Artificial Intelligence, {AI} '99, Sydney, Australia,
December 6-10, 1999, Proceedings},
pages = {144--155},
year = {1999},
crossref = {DBLP:conf/ausai/1999},
url = {https://doi.org/10.1007/3-540-46695-9\_13},
doi = {10.1007/3-540-46695-9\_13},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/Schulte99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RohlfingBSHF98,
author = {Torsten Rohlfing and
J{\"{u}}rgen Beier and
Oliver Schulte and
Norbert Hosten and
Roland Felix},
title = {Multimodale Registrierung mit effizienten Lernverfahren f{\"{u}}r
neuronale Netze},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin: Algorithmen, Systeme,
Anwendungen, Proceedings des Aachener Workshops, Aachen, Germany,
March 26-27, 1998},
year = {1998},
crossref = {DBLP:conf/bildmed/1998},
url = {https://ceur-ws.org/Vol-12/085.ps},
doi = {10.1007/978-3-642-58775-7\_63},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/RohlfingBSHF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2024,
editor = {Ulle Endriss and
Francisco S. Melo and
Kerstin Bach and
Alberto Jos{\'{e}} Bugar{\'{\i}}n Diz and
Jose Maria Alonso{-}Moral and
Sen{\'{e}}n Barro and
Fredrik Heintz},
title = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence,
19-24 October 2024, Santiago de Compostela, Spain - Including 13th
Conference on Prestigious Applications of Intelligent Systems {(PAIS}
2024)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {392},
publisher = {{IOS} Press},
year = {2024},
url = {https://doi.org/10.3233/FAIA392},
doi = {10.3233/FAIA392},
isbn = {978-1-64368-548-9},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/ecai/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2023,
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v206/},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/aistats/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2023,
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780},
doi = {10.1145/3583780},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2023,
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v202/},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/log/2023,
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v231/},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/log/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2023,
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {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 = {https://papers.nips.cc/paper\_files/paper/2023},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/nips/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2022,
editor = {Iluju Kiringa and
S{\'{e}}bastien Gambs},
title = {35th Canadian Conference on Artificial Intelligence, Canadian {AI}
2022, Toronto, Ontario, Canada, May 30 - June 3, 2022, Proceedings},
publisher = {Canadian Artificial Intelligence Association},
year = {2022},
url = {https://caiac.pubpub.org/ai2022},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/ai/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2022,
title = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/group?id=ICLR.cc/2022/Conference},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/iclr/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/linhac/2022,
editor = {Patrick Lambrix and
Niklas Carlsson and
Mikael Vernblom},
title = {Proceedings of the Link{\"{o}}ping Hockey Analytics Conference
2022 Research Track, {LINHAC} 2022, Link{\"{o}}ping, Sweden,
June 6-8, 2022},
series = {Link{\"{o}}ping Electronic Conference Proceedings},
volume = {191},
publisher = {Link{\"{o}}ping University Electronic Press},
year = {2022},
url = {https://doi.org/10.3384/ecp191},
doi = {10.3384/ECP191},
isbn = {978-91-7929-492-2},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/linhac/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2022,
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {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 = {https://papers.nips.cc/paper\_files/paper/2022},
isbn = {9781713871088},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/nips/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2021,
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/nips/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2021aidm,
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509},
doi = {10.1145/3464509},
isbn = {978-1-4503-8535-0},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/2021aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2020,
title = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
publisher = {{AAAI} Press},
year = {2020},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/249},
isbn = {978-1-57735-823-7},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2020,
editor = {Christian Bessiere},
title = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
publisher = {ijcai.org},
year = {2020},
note = {Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona
pandemic.},
url = {https://www.ijcai.org/Proceedings/2020/},
isbn = {978-0-9992411-6-5},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2020,
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486},
doi = {10.1145/3394486},
isbn = {978-1-4503-7998-4},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2020,
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {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},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/nips/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2020,
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://dl.acm.org/doi/10.1145/3318464},
doi = {10.1145/3318464},
isbn = {978-1-4503-6735-6},
timestamp = {Sat, 15 Nov 2025 22:37:35 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/accv/2018-6,
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {11366},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20876-9},
doi = {10.1007/978-3-030-20876-9},
isbn = {978-3-030-20875-2},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/accv/2018-6.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cvpr/2018w,
title = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {https://openaccess.thecvf.com/CVPR2018\_workshops},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/2018w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2018,
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
publisher = {ijcai.org},
year = {2018},
url = {http://www.ijcai.org/proceedings/2018/},
isbn = {978-0-9992411-2-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018mlsa,
title = {Proceedings of the 5th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2018 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2018), Dublin, Ireland, September 10th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2284},
publisher = {CEUR-WS.org},
year = {2018},
note = {Withdrawn.},
url = {https://ceur-ws.org/Vol-2284},
urn = {urn:nbn:de:0074-2284-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2018mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018-2,
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-10928-8},
doi = {10.1007/978-3-030-10928-8},
isbn = {978-3-030-10927-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2018-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2017,
editor = {Carles Sierra},
title = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
publisher = {ijcai.org},
year = {2017},
url = {http://www.ijcai.org/Proceedings/2017/},
isbn = {978-0-9992411-0-3},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/flairs/2016,
editor = {Zdravko Markov and
Ingrid Russell},
title = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/Library/FLAIRS/flairs16contents.php},
isbn = {978-1-57735-756-8},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/flairs/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2015,
title = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7344768/proceeding},
isbn = {978-1-4673-8272-4},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015mlsa,
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2015 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2015), Porto, Portugal, September 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1970},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1970},
urn = {urn:nbn:de:0074-1970-9},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ssci/2015,
title = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
Cape Town, South Africa, December 7-10, 2015},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7371400/proceeding},
isbn = {978-1-4799-7560-0},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ssci/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2015,
editor = {Marina Meila and
Tom Heskes},
title = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/uai-2015-proceedings.pdf},
isbn = {978-0-9966431-0-8},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/uai/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2014stat,
title = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/Library/Workshops/ws14-13.php},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2014stat.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cidm/2014,
title = {2014 {IEEE} Symposium on Computational Intelligence and Data Mining,
{CIDM} 2014, Orlando, FL, USA, December 9-12, 2014},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7000188/proceeding},
isbn = {978-1-4799-4519-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/cidm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2014,
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2661829},
isbn = {978-1-4503-2598-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2013late,
title = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/Library/Workshops/ws13-17.php},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2013late.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cidm/2013,
title = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6588692/proceeding},
isbn = {978-1-4673-5895-8},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/cidm/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gkr/2013,
editor = {Madalina Croitoru and
Sebastian Rudolph and
Stefan Woltran and
Christophe Gonzales},
title = {Graph Structures for Knowledge Representation and Reasoning - Third
International Workshop, {GKR} 2013, Beijing, China, August 3, 2013.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8323},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-04534-4},
doi = {10.1007/978-3-319-04534-4},
isbn = {978-3-319-04533-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/gkr/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/starai/2012,
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2010},
url = {https://starai.cs.kuleuven.be/2012/papers.htm},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/starai/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ilp/2011,
editor = {Stephen H. Muggleton and
Alireza Tamaddoni{-}Nezhad and
Francesca A. Lisi},
title = {Inductive Logic Programming - 21st International Conference, {ILP}
2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7207},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31951-8},
doi = {10.1007/978-3-642-31951-8},
isbn = {978-3-642-31950-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ilp/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2011,
title = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818},
doi = {10.1137/1.9781611972818},
isbn = {978-0-89871-992-5},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/ios/BDJ2011,
editor = {Gemma Bel Enguix and
Ver{\'{o}}nica Dahl and
Mar{\'{\i}}a Dolores Jim{\'{e}}nez{-}L{\'{o}}pez},
title = {Biology, Computation and Linguistics - New Interdisciplinary Paradigms},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {228},
publisher = {{IOS} Press},
year = {2011},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=20081},
isbn = {978-1-60750-761-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/books/ios/BDJ2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2010,
editor = {Maria Fox and
David Poole},
title = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
publisher = {{AAAI} Press},
year = {2010},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/309},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2010,
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5},
doi = {10.1007/978-3-642-13059-5},
isbn = {978-3-642-13058-8},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ai/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2010,
editor = {Bernhard Pfahringer and
Geoffrey Holmes and
Achim G. Hoffmann},
title = {Discovery Science - 13th International Conference, {DS} 2010, Canberra,
Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6332},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16184-1},
doi = {10.1007/978-3-642-16184-1},
isbn = {978-3-642-16183-4},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/dis/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cidm/2009,
title = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
publisher = {{IEEE}},
year = {2009},
url = {https://ieeexplore.ieee.org/xpl/conhome/4910529/proceeding},
isbn = {978-1-4244-2765-9},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/cidm/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2009w,
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/xpl/conhome/5360416/proceeding},
isbn = {978-0-7695-3902-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2009w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2009,
editor = {Craig Boutilier},
title = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
year = {2009},
url = {http://ijcai.org/proceedings/2009},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2007,
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3},
doi = {10.1007/978-3-540-72927-3},
isbn = {978-3-540-72925-9},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/colt/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esa/2007,
editor = {Lars Arge and
Michael Hoffmann and
Emo Welzl},
title = {Algorithms - {ESA} 2007, 15th Annual European Symposium, Eilat, Israel,
October 8-10, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4698},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75520-3},
doi = {10.1007/978-3-540-75520-3},
isbn = {978-3-540-75519-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/esa/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2007,
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
publisher = {{ACM}},
year = {2007},
isbn = {978-1-59593-609-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/leus/Friend07,
editor = {Mich{\`{e}}le Friend and
Norma B. Goethe and
Valentina S. Harizanov},
title = {Induction, Algorithmic Learning Theory, and Philosophy},
series = {Logic, Epistemology, and the Unity of Science},
volume = {9},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-1-4020-6127-1},
doi = {10.1007/978-1-4020-6127-1},
isbn = {978-1-4020-6126-4},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/series/leus/Friend07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2005,
editor = {Peter Auer and
Ron Meir},
title = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/b137542},
doi = {10.1007/B137542},
isbn = {3-540-26556-2},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/colt/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/tark/2003,
editor = {Joseph Y. Halpern and
Moshe Tennenholtz},
title = {Proceedings of the 9th Conference on Theoretical Aspects of Rationality
and Knowledge (TARK-2003), Bloomington, Indiana, USA, June 20-22,
2003},
publisher = {{ACM}},
year = {2003},
isbn = {1-58113-731-1},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/tark/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2001,
editor = {Eleni Stroulia and
Stan Matwin},
title = {Advances in Artificial Intelligence, 14th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} 2001,
Ottawa, Canada, June 7-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2056},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45153-6},
doi = {10.1007/3-540-45153-6},
isbn = {3-540-42144-0},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ai/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/1999,
editor = {Norman Y. Foo},
title = {Advanced Topics in Artificial Intelligence, 12th Australian Joint
Conference on Artificial Intelligence, {AI} '99, Sydney, Australia,
December 6-10, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1747},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46695-9},
doi = {10.1007/3-540-46695-9},
isbn = {3-540-66822-5},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/ausai/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/1998,
editor = {Thomas Martin Lehmann and
Volker Metzler and
Klaus Spitzer and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin: Algorithmen, Systeme,
Anwendungen, Proceedings des Aachener Workshops, Aachen, Germany,
March 26-27, 1998},
series = {{CEUR} Workshop Proceedings},
volume = {12},
publisher = {Springer},
year = {1998},
url = {https://ceur-ws.org/Vol-12/},
doi = {10.1007/978-3-642-58775-7},
urn = {urn:nbn:de:0074-12-6},
isbn = {3-540-63885-7},
timestamp = {Sat, 15 Nov 2025 22:37:36 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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