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ORCIDBibTeX records: Scott Sanner
@inproceedings{DBLP:conf/aaai/ToroghiS24,
author = {Armin Toroghi and
Scott Sanner},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Bayesian Inference with Complex Knowledge Graph Evidence},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {20550--20558},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30040},
doi = {10.1609/AAAI.V38I18.30040},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ToroghiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12243,
author = {Michael Gimelfarb and
Ayal Taitler and
Scott Sanner},
title = {Constraint-Generation Policy Optimization {(CGPO):} Nonlinear Programming
for Policy Optimization in Mixed Discrete-Continuous MDPs},
journal = {CoRR},
volume = {abs/2401.12243},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12243},
doi = {10.48550/ARXIV.2401.12243},
eprinttype = {arXiv},
eprint = {2401.12243},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01390,
author = {Armin Toroghi and
Willis Guo and
Mohammad Mahdi Abdollah Pour and
Scott Sanner},
title = {Right for Right Reasons: Large Language Models for Verifiable Commonsense
Knowledge Graph Question Answering},
journal = {CoRR},
volume = {abs/2403.01390},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01390},
doi = {10.48550/ARXIV.2403.01390},
eprinttype = {arXiv},
eprint = {2403.01390},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01395,
author = {Willis Guo and
Armin Toroghi and
Scott Sanner},
title = {{CR-LT-KGQA:} {A} Knowledge Graph Question Answering Dataset Requiring
Commonsense Reasoning and Long-Tail Knowledge},
journal = {CoRR},
volume = {abs/2403.01395},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01395},
doi = {10.48550/ARXIV.2403.01395},
eprinttype = {arXiv},
eprint = {2403.01395},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ShenLBMS23,
author = {Tianshu Shen and
Jiaru Li and
Mohamed Reda Bouadjenek and
Zheda Mai and
Scott Sanner},
title = {Towards understanding and mitigating unintended biases in language
model-driven conversational recommendation},
journal = {Inf. Process. Manag.},
volume = {60},
number = {1},
pages = {103139},
year = {2023},
url = {https://doi.org/10.1016/j.ipm.2022.103139},
doi = {10.1016/J.IPM.2022.103139},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/ShenLBMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/LiMZJS23,
author = {Ruiwen Li and
Zheda Mai and
Zhibo Zhang and
Jongseong Jang and
Scott Sanner},
title = {TransCAM: Transformer attention-based {CAM} refinement for Weakly
supervised semantic segmentation},
journal = {J. Vis. Commun. Image Represent.},
volume = {92},
pages = {103800},
year = {2023},
url = {https://doi.org/10.1016/j.jvcir.2023.103800},
doi = {10.1016/J.JVCIR.2023.103800},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/LiMZJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/BouadjenekSW23,
author = {Mohamed Reda Bouadjenek and
Scott Sanner and
Ga Wu},
title = {A User-Centric Analysis of Social Media for Stock Market Prediction},
journal = {{ACM} Trans. Web},
volume = {17},
number = {2},
pages = {9:1--9:22},
year = {2023},
url = {https://doi.org/10.1145/3532856},
doi = {10.1145/3532856},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/BouadjenekSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuKS23,
author = {Yudong Xu and
Elias B. Khalil and
Scott Sanner},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Graphs, Constraints, and Search for the Abstraction and Reasoning
Corpus},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4115--4122},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25527},
doi = {10.1609/AAAI.V37I4.25527},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChembuSKK23,
author = {Aravinth Chembu and
Scott Sanner and
Hassan Khurram and
Akshat Kumar},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Scalable and Globally Optimal Generalized L{\unicode{8321}} K-center
Clustering via Constraint Generation in Mixed Integer Linear Programming},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7015--7023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25857},
doi = {10.1609/AAAI.V37I6.25857},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChembuSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FlotoPFTPBS23,
author = {Griffin Floto and
Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Zhenwei Tang and
Ali Pesaranghader and
Manasa Bharadwaj and
Scott Sanner},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {DiffuDetox: {A} Mixed Diffusion Model for Text Detoxification},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7566--7574},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.478},
doi = {10.18653/V1/2023.FINDINGS-ACL.478},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/FlotoPFTPBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/LowKS23,
author = {Siow Meng Low and
Akshat Kumar and
Scott Sanner},
editor = {Sven Koenig and
Roni Stern and
Mauro Vallati},
title = {Safe {MDP} Planning by Learning Temporal Patterns of Undesirable Trajectories
and Averting Negative Side Effects},
booktitle = {Proceedings of the Thirty-Third International Conference on Automated
Planning and Scheduling, July 8-13, 2023, Prague, Czech Republic},
pages = {596--604},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icaps.v33i1.27241},
doi = {10.1609/ICAPS.V33I1.27241},
timestamp = {Wed, 20 Sep 2023 11:58:30 +0200},
biburl = {https://dblp.org/rec/conf/aips/LowKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/JeongSK23,
author = {Jihwan Jeong and
Scott Sanner and
Akshat Kumar},
editor = {Andr{\'{e}} A. Cir{\'{e}}},
title = {A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear
Programs via Symbolic Variable Elimination},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 20th International Conference, {CPAIOR} 2023,
Nice, France, May 29 - June 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13884},
pages = {79--95},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33271-5\_6},
doi = {10.1007/978-3-031-33271-5\_6},
timestamp = {Wed, 31 May 2023 14:56:54 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/JeongSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/ChembuSK23,
author = {Aravinth Chembu and
Scott Sanner and
Elias B. Khalil},
editor = {Andr{\'{e}} A. Cir{\'{e}}},
title = {Scalable and Near-Optimal {\(\epsilon\)}-Tube Clusterwise Regression},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 20th International Conference, {CPAIOR} 2023,
Nice, France, May 29 - June 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13884},
pages = {254--263},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33271-5\_17},
doi = {10.1007/978-3-031-33271-5\_17},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/ChembuSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/PourFTKPSBMS23,
author = {Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Armin Toroghi and
Anton Korikov and
Ali Pesaranghader and
Touqir Sajed and
Manasa Bharadwaj and
Borislav Mavrin and
Scott Sanner},
editor = {Jaap Kamps and
Lorraine Goeuriot and
Fabio Crestani and
Maria Maistro and
Hideo Joho and
Brian Davis and
Cathal Gurrin and
Udo Kruschwitz and
Annalina Caputo},
title = {Self-supervised Contrastive {BERT} Fine-tuning for Fusion-Based Reviewed-Item
Retrieval},
booktitle = {Advances in Information Retrieval - 45th European Conference on Information
Retrieval, {ECIR} 2023, Dublin, Ireland, April 2-6, 2023, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13980},
pages = {3--17},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28244-7\_1},
doi = {10.1007/978-3-031-28244-7\_1},
timestamp = {Tue, 21 Mar 2023 16:23:56 +0100},
biburl = {https://dblp.org/rec/conf/ecir/PourFTKPSBMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PourFBVPS23,
author = {Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Manasa Bharadwaj and
Nikhil Verma and
Ali Pesaranghader and
Scott Sanner},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{COUNT:} COntrastive UNlikelihood Text Style Transfer for Text Detoxification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {8658--8666},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.579},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.579},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PourFBVPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WuZLYVSHGS23,
author = {Tongzi Wu and
Yuhao Zhou and
Wang Ling and
Hojin Yang and
Joana Veloso and
Lin Sun and
Ruixin Huang and
Norberto Guimaraes and
Scott Sanner},
title = {Towards Dialogue Modeling Beyond Text},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095598},
doi = {10.1109/ICASSP49357.2023.10095598},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WuZLYVSHGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JeongWGKAS23,
author = {Jihwan Jeong and
Xiaoyu Wang and
Michael Gimelfarb and
Hyunwoo Kim and
Baher Abdulhai and
Scott Sanner},
title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy
Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=dNqxZgyjcYA},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JeongWGKAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/LiMTWNSA23,
author = {Xiaocan Li and
Ray Coden Mercurius and
Ayal Taitler and
Xiaoyu Wang and
Mohammad Noaeen and
Scott Sanner and
Baher Abdulhai},
title = {Perimeter Control Using Deep Reinforcement Learning: {A} Model-Free
Approach Towards Homogeneous Flow Rate Optimization},
booktitle = {25th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2022, Macau, China, October 8-12, 2022},
pages = {1474--1479},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ITSC57777.2023.10422618},
doi = {10.1109/ITSC57777.2023.10422618},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/LiMTWNSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/SmirnovSA23,
author = {Ilia Smirnov and
Scott Sanner and
Baher Abdulhai},
title = {A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control:
Modifiability, Interpretability and Generalization},
booktitle = {25th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2022, Macau, China, October 8-12, 2022},
pages = {1480--1486},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ITSC57777.2023.10422214},
doi = {10.1109/ITSC57777.2023.10422214},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/SmirnovSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/WangTSSA23,
author = {Xiaoyu Wang and
Ayal Taitler and
Ilia Smirnov and
Scott Sanner and
Baher Abdulhai},
title = {eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations
and Short Detection Ranges in Traffic Signal Control},
booktitle = {25th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2022, Macau, China, October 8-12, 2022},
pages = {2337--2342},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ITSC57777.2023.10422604},
doi = {10.1109/ITSC57777.2023.10422604},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/WangTSSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SannerBRWD23,
author = {Scott Sanner and
Krisztian Balog and
Filip Radlinski and
Ben Wedin and
Lucas Dixon},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Large Language Models are Competitive Near Cold-start Recommenders
for Language- and Item-based Preferences},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {890--896},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608845},
doi = {10.1145/3604915.3608845},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SannerBRWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ToroghiFTS23,
author = {Armin Toroghi and
Griffin Floto and
Zhenwei Tang and
Scott Sanner},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Bayesian Knowledge-driven Critiquing with Indirect Evidence},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {1838--1842},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591954},
doi = {10.1145/3539618.3591954},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ToroghiFTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TangFTP0S23,
author = {Zhenwei Tang and
Griffin Floto and
Armin Toroghi and
Shichao Pei and
Xiangliang Zhang and
Scott Sanner},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {LogicRec: Recommendation with Users' Logical Requirements},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2129--2133},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3592012},
doi = {10.1145/3539618.3592012},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TangFTP0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangKFPBPHLWJS23,
author = {Haochen Zhang and
Anton Korikov and
Parsa Farinneya and
Mohammad Mahdi Abdollah Pour and
Manasa Bharadwaj and
Ali Pesaranghader and
Xi Yu Huang and
Yi Xin Lok and
Zhaoqi Wang and
Nathan Jones and
Scott Sanner},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Recipe-MPR: {A} Test Collection for Evaluating Multi-aspect Preference-based
Natural Language Retrieval},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2744--2753},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591880},
doi = {10.1145/3539618.3591880},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangKFPBPHLWJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03081,
author = {Siow Meng Low and
Akshat Kumar and
Scott Sanner},
title = {Safe {MDP} Planning by Learning Temporal Patterns of Undesirable Trajectories
and Averting Negative Side Effects},
journal = {CoRR},
volume = {abs/2304.03081},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03081},
doi = {10.48550/ARXIV.2304.03081},
eprinttype = {arXiv},
eprint = {2304.03081},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11722,
author = {Zhenwei Tang and
Griffin Floto and
Armin Toroghi and
Shichao Pei and
Xiangliang Zhang and
Scott Sanner},
title = {LogicRec: Recommendation with Users' Logical Requirements},
journal = {CoRR},
volume = {abs/2304.11722},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11722},
doi = {10.48550/ARXIV.2304.11722},
eprinttype = {arXiv},
eprint = {2304.11722},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04364,
author = {Aravinth Chembu and
Scott Sanner},
title = {A Generalized Framework for Predictive Clustering and Optimization},
journal = {CoRR},
volume = {abs/2305.04364},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04364},
doi = {10.48550/ARXIV.2305.04364},
eprinttype = {arXiv},
eprint = {2305.04364},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18354,
author = {Yudong Xu and
Wenhao Li and
Pashootan Vaezipoor and
Scott Sanner and
Elias B. Khalil},
title = {LLMs and the Abstraction and Reasoning Corpus: Successes, Failures,
and the Importance of Object-based Representations},
journal = {CoRR},
volume = {abs/2305.18354},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18354},
doi = {10.48550/ARXIV.2305.18354},
eprinttype = {arXiv},
eprint = {2305.18354},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19291,
author = {Xiaocan Li and
Ray Coden Mercurius and
Ayal Taitler and
Xiaoyu Wang and
Mohammad Noaeen and
Scott Sanner and
Baher Abdulhai},
title = {Perimeter Control Using Deep Reinforcement Learning: {A} Model-free
Approach towards Homogeneous Flow Rate Optimization},
journal = {CoRR},
volume = {abs/2305.19291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19291},
doi = {10.48550/ARXIV.2305.19291},
eprinttype = {arXiv},
eprint = {2305.19291},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19292,
author = {Ta Jiun Ting and
Xiaocan Li and
Scott Sanner and
Baher Abdulhai},
title = {Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional
Neural Network Variants for Traffic Prediction},
journal = {CoRR},
volume = {abs/2305.19292},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19292},
doi = {10.48550/ARXIV.2305.19292},
eprinttype = {arXiv},
eprint = {2305.19292},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05636,
author = {Armin Toroghi and
Griffin Floto and
Zhenwei Tang and
Scott Sanner},
title = {Bayesian Knowledge-driven Critiquing with Indirect Evidence},
journal = {CoRR},
volume = {abs/2306.05636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05636},
doi = {10.48550/ARXIV.2306.05636},
eprinttype = {arXiv},
eprint = {2306.05636},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08505,
author = {Griffin Floto and
Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Zhenwei Tang and
Ali Pesaranghader and
Manasa Bharadwaj and
Scott Sanner},
title = {DiffuDetox: {A} Mixed Diffusion Model for Text Detoxification},
journal = {CoRR},
volume = {abs/2306.08505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08505},
doi = {10.48550/ARXIV.2306.08505},
eprinttype = {arXiv},
eprint = {2306.08505},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14225,
author = {Scott Sanner and
Krisztian Balog and
Filip Radlinski and
Ben Wedin and
Lucas Dixon},
title = {Large Language Models are Competitive Near Cold-start Recommenders
for Language- and Item-based Preferences},
journal = {CoRR},
volume = {abs/2307.14225},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14225},
doi = {10.48550/ARXIV.2307.14225},
eprinttype = {arXiv},
eprint = {2307.14225},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00762,
author = {Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Armin Toroghi and
Anton Korikov and
Ali Pesaranghader and
Touqir Sajed and
Manasa Bharadwaj and
Borislav Mavrin and
Scott Sanner},
title = {Self-Supervised Contrastive {BERT} Fine-tuning for Fusion-based Reviewed-Item
Retrieval},
journal = {CoRR},
volume = {abs/2308.00762},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00762},
doi = {10.48550/ARXIV.2308.00762},
eprinttype = {arXiv},
eprint = {2308.00762},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02530,
author = {Griffin Floto and
Thorsteinn Jonsson and
Mihai Nica and
Scott Sanner and
Eric Zhengyu Zhu},
title = {Diffusion on the Probability Simplex},
journal = {CoRR},
volume = {abs/2309.02530},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02530},
doi = {10.48550/ARXIV.2309.02530},
eprinttype = {arXiv},
eprint = {2309.02530},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/JungesKSBS23,
author = {Sebastian Junges and
Joost{-}Pieter Katoen and
Scott Sanner and
Guy Van den Broeck and
Bahare Salmani},
title = {Scalable Analysis of Probabilistic Models and Programs (Dagstuhl Seminar
23241)},
journal = {Dagstuhl Reports},
volume = {13},
number = {6},
pages = {1--21},
year = {2023},
url = {https://doi.org/10.4230/DagRep.13.6.1},
doi = {10.4230/DAGREP.13.6.1},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/JungesKSBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MaiLJQKS22,
author = {Zheda Mai and
Ruiwen Li and
Jihwan Jeong and
David Quispe and
Hyunwoo Kim and
Scott Sanner},
title = {Online continual learning in image classification: An empirical survey},
journal = {Neurocomputing},
volume = {469},
pages = {28--51},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.021},
doi = {10.1016/J.NEUCOM.2021.10.021},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MaiLJQKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuDS22,
author = {Ga Wu and
Justin Domke and
Scott Sanner},
title = {Arbitrary conditional inference in variational autoencoders via fast
prior network training},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2537--2559},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06171-2},
doi = {10.1007/S10994-022-06171-2},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WuDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/BouadjenekSIXS22,
author = {Mohamed Reda Bouadjenek and
Scott Sanner and
Zahra Iman and
Lexing Xie and
Daniel Xiaoliang Shi},
title = {A longitudinal study of topic classification on Twitter},
journal = {PeerJ Comput. Sci.},
volume = {8},
pages = {e991},
year = {2022},
url = {https://doi.org/10.7717/peerj-cs.991},
doi = {10.7717/PEERJ-CS.991},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerj-cs/BouadjenekSIXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LowKS22,
author = {Siow Meng Low and
Akshat Kumar and
Scott Sanner},
title = {Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive
Policies for Planning in Continuous MDPs},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9840--9848},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21220},
doi = {10.1609/AAAI.V36I9.21220},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LowKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PattonJGS22,
author = {Noah Patton and
Jihwan Jeong and
Mike Gimelfarb and
Scott Sanner},
title = {A Distributional Framework for Risk-Sensitive End-to-End Planning
in Continuous MDPs},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9894--9901},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21226},
doi = {10.1609/AAAI.V36I9.21226},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PattonJGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JeongJBS22,
author = {Jihwan Jeong and
Parth Jaggi and
Andrew Butler and
Scott Sanner},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed
Integer Linear Programming},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10053--10067},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/jeong22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/JeongJBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TuliLVKSM22,
author = {Mathieu Tuli and
Andrew C. Li and
Pashootan Vaezipoor and
Toryn Q. Klassen and
Scott Sanner and
Sheila A. McIlraith},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning to Follow Instructions in Text-Based Games},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7b24015f3af598e1d9179f6e06353780-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TuliLVKSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rcis/MoherGS22,
author = {Riley Moher and
Michael Gruninger and
Scott Sanner},
editor = {Renata S. S. Guizzardi and
Jolita Ralyt{\'{e}} and
Xavier Franch},
title = {What's in a (Data) Type? Meaningful Type Safety for Data Science},
booktitle = {Research Challenges in Information Science - 16th International Conference,
{RCIS} 2022, Barcelona, Spain, May 17-20, 2022, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {446},
pages = {20--38},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05760-1\_2},
doi = {10.1007/978-3-031-05760-1\_2},
timestamp = {Mon, 16 May 2022 13:37:10 +0200},
biburl = {https://dblp.org/rec/conf/rcis/MoherGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GaoSMBWABS22,
author = {Zhaolin Gao and
Tianshu Shen and
Zheda Mai and
Mohamed Reda Bouadjenek and
Isaac Waller and
Ashton Anderson and
Ron Bodkin and
Scott Sanner},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Mitigating the Filter Bubble While Maintaining Relevance: Targeted
Diversification with VAE-based Recommender Systems},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2524--2531},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531890},
doi = {10.1145/3477495.3531890},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GaoSMBWABS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShenMWS22,
author = {Tianshu Shen and
Zheda Mai and
Ga Wu and
Scott Sanner},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Distributional Contrastive Embedding for Clarification-based Conversational
Critiquing},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2422--2432},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512114},
doi = {10.1145/3485447.3512114},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/ShenMWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06224,
author = {Tianshu Shen and
Jiaru Li and
Mohamed Reda Bouadjenek and
Zheda Mai and
Scott Sanner},
title = {Unintended Bias in Language Model-driven Conversational Recommendation},
journal = {CoRR},
volume = {abs/2201.06224},
year = {2022},
url = {https://arxiv.org/abs/2201.06224},
eprinttype = {arXiv},
eprint = {2201.06224},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07239,
author = {Ruiwen Li and
Zheda Mai and
Chiheb Trabelsi and
Zhibo Zhang and
Jongseong Jang and
Scott Sanner},
title = {TransCAM: Transformer Attention-based {CAM} Refinement for Weakly
Supervised Semantic Segmentation},
journal = {CoRR},
volume = {abs/2203.07239},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07239},
doi = {10.48550/ARXIV.2203.07239},
eprinttype = {arXiv},
eprint = {2203.07239},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12679,
author = {Siow Meng Low and
Akshat Kumar and
Scott Sanner},
title = {Sample-efficient Iterative Lower Bound Optimization of Deep Reactive
Policies for Planning in Continuous MDPs},
journal = {CoRR},
volume = {abs/2203.12679},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12679},
doi = {10.48550/ARXIV.2203.12679},
eprinttype = {arXiv},
eprint = {2203.12679},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03802,
author = {Jihwan Jeong and
Xiaoyu Wang and
Michael Gimelfarb and
Hyunwoo Kim and
Baher Abdulhai and
Scott Sanner},
title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy
Optimization},
journal = {CoRR},
volume = {abs/2210.03802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03802},
doi = {10.48550/ARXIV.2210.03802},
eprinttype = {arXiv},
eprint = {2210.03802},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09880,
author = {Yudong Xu and
Elias B. Khalil and
Scott Sanner},
title = {Graphs, Constraints, and Search for the Abstraction and Reasoning
Corpus},
journal = {CoRR},
volume = {abs/2210.09880},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09880},
doi = {10.48550/ARXIV.2210.09880},
eprinttype = {arXiv},
eprint = {2210.09880},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04591,
author = {Mathieu Tuli and
Andrew C. Li and
Pashootan Vaezipoor and
Toryn Q. Klassen and
Scott Sanner and
Sheila A. McIlraith},
title = {Learning to Follow Instructions in Text-Based Games},
journal = {CoRR},
volume = {abs/2211.04591},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04591},
doi = {10.48550/ARXIV.2211.04591},
eprinttype = {arXiv},
eprint = {2211.04591},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05939,
author = {Ayal Taitler and
Michael Gimelfarb and
Sriram Gopalakrishnan and
Xiaotian Liu and
Scott Sanner},
title = {pyRDDLGym: From {RDDL} to Gym Environments},
journal = {CoRR},
volume = {abs/2211.05939},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05939},
doi = {10.48550/ARXIV.2211.05939},
eprinttype = {arXiv},
eprint = {2211.05939},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14426,
author = {Xiaoyu Wang and
Scott Sanner and
Baher Abdulhai},
title = {A Critical Review of Traffic Signal Control and {A} Novel Unified
View of Reinforcement Learning and Model Predictive Control Approaches
for Adaptive Traffic Signal Control},
journal = {CoRR},
volume = {abs/2211.14426},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14426},
doi = {10.48550/ARXIV.2211.14426},
eprinttype = {arXiv},
eprint = {2211.14426},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/KhawJASKK21,
author = {Yew Meng Khaw and
Amir Abiri Jahromi and
Mohammadreza Fakhari Moghaddam Arani and
Scott Sanner and
Deepa Kundur and
Marthe Kassouf},
title = {A Deep Learning-Based Cyberattack Detection System for Transmission
Protective Relays},
journal = {{IEEE} Trans. Smart Grid},
volume = {12},
number = {3},
pages = {2554--2565},
year = {2021},
url = {https://doi.org/10.1109/TSG.2020.3040361},
doi = {10.1109/TSG.2020.3040361},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/KhawJASKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShimMJSKJ21,
author = {Dongsub Shim and
Zheda Mai and
Jihwan Jeong and
Scott Sanner and
Hyunwoo Kim and
Jongseong Jang},
title = {Online Class-Incremental Continual Learning with Adversarial Shapley
Value},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {9630--9638},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i11.17159},
doi = {10.1609/AAAI.V35I11.17159},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShimMJSKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MaiLKS21,
author = {Zheda Mai and
Ruiwen Li and
Hyunwoo Kim and
Scott Sanner},
title = {Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier
in Online Class-Incremental Continual Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {3589--3599},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/CLVision/html/Mai\_Supervised\_Contrastive\_Replay\_Revisiting\_the\_Nearest\_Class\_Mean\_Classifier\_in\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00398},
timestamp = {Mon, 18 Jul 2022 16:47:41 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MaiLKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GimelfarbSL21,
author = {Mike Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Zhi{-}Hua Zhou},
title = {Bayesian Experience Reuse for Learning from Multiple Demonstrators},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2425--2431},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/334},
doi = {10.24963/IJCAI.2021/334},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GimelfarbSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JeongJS21,
author = {Jihwan Jeong and
Parth Jaggi and
Scott Sanner},
editor = {Zhi{-}Hua Zhou},
title = {Symbolic Dynamic Programming for Continuous State MDPs with Linear
Program Transitions},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4083--4089},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/562},
doi = {10.24963/IJCAI.2021/562},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JeongJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/TingLSA21,
author = {Ta Jiun Ting and
Xiaocan Li and
Scott Sanner and
Baher Abdulhai},
title = {Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional
Neural Network Variants for Traffic Prediction},
booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
{ITSC} 2021, Indianapolis, IN, USA, September 19-22, 2021},
pages = {1259--1265},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ITSC48978.2021.9564595},
doi = {10.1109/ITSC48978.2021.9564595},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/TingLSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/JaggiWCSA21,
author = {Parth Jaggi and
Xiaoyu Wang and
Nicolas Carrara and
Scott Sanner and
Baher Abdulhai},
title = {Microscopic Model-Based {RL} Approaches for Traffic Signal Control
Generalize Better than Model-Free {RL} Approaches},
booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
{ITSC} 2021, Indianapolis, IN, USA, September 19-22, 2021},
pages = {2525--2532},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ITSC48978.2021.9564528},
doi = {10.1109/ITSC48978.2021.9564528},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/JaggiWCSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GimelfarbBSL21,
author = {Michael Gimelfarb and
Andr{\'{e}} Barreto and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Risk-Aware Transfer in Reinforcement Learning using Successor Features},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17298--17310},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/90610aa0e24f63ec6d2637e06f9b9af2-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GimelfarbBSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuiWS21,
author = {Yi Sui and
Ga Wu and
Scott Sanner},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Representer Point Selection via Local Jacobian Expansion for Post-hoc
Classifier Explanation of Deep Neural Networks and Ensemble Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23347--23358},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c460dc0f18fc309ac07306a4a55d2fd6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SuiWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangSS21,
author = {Hojin Yang and
Tianshu Shen and
Scott Sanner},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based
Recommender Systems},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {2111--2115},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3463108},
doi = {10.1145/3404835.3463108},
timestamp = {Thu, 15 Jul 2021 11:04:31 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YangSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GimelfarbSL21,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Contextual policy transfer in reinforcement learning domains via deep
mixtures-of-experts},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1787--1797},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gimelfarb21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/GimelfarbSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/YangSWZ21,
author = {Hojin Yang and
Scott Sanner and
Ga Wu and
Jin Peng Zhou},
editor = {Judith Masthoff and
Eelco Herder and
Nava Tintarev and
Marko Tkalcic},
title = {Bayesian Preference Elicitation with Keyphrase-Item Coembeddings for
Interactive Recommendation},
booktitle = {Proceedings of the 29th {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2021, Utrecht, The Netherlands, June,
21-25, 2021},
pages = {55--64},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450613.3456814},
doi = {10.1145/3450613.3456814},
timestamp = {Thu, 24 Jun 2021 14:04:03 +0200},
biburl = {https://dblp.org/rec/conf/um/YangSWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LyuRSB21,
author = {Shengnan Lyu and
Arpit Rana and
Scott Sanner and
Mohamed Reda Bouadjenek},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {A Workflow Analysis of Context-driven Conversational Recommendation},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {866--877},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450123},
doi = {10.1145/3442381.3450123},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LyuRSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10423,
author = {Zheda Mai and
Ruiwen Li and
Jihwan Jeong and
David Quispe and
Hyunwoo Kim and
Scott Sanner},
title = {Online Continual Learning in Image Classification: An Empirical Survey},
journal = {CoRR},
volume = {abs/2101.10423},
year = {2021},
url = {https://arxiv.org/abs/2101.10423},
eprinttype = {arXiv},
eprint = {2101.10423},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13885,
author = {Zheda Mai and
Ruiwen Li and
Hyunwoo Kim and
Scott Sanner},
title = {Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier
in Online Class-Incremental Continual Learning},
journal = {CoRR},
volume = {abs/2103.13885},
year = {2021},
url = {https://arxiv.org/abs/2103.13885},
eprinttype = {arXiv},
eprint = {2103.13885},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14127,
author = {Michael Gimelfarb and
Andr{\'{e}} Barreto and
Scott Sanner and
Chi{-}Guhn Lee},
title = {Risk-Aware Transfer in Reinforcement Learning using Successor Features},
journal = {CoRR},
volume = {abs/2105.14127},
year = {2021},
url = {https://arxiv.org/abs/2105.14127},
eprinttype = {arXiv},
eprint = {2105.14127},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14162,
author = {Ruiwen Li and
Zhibo Zhang and
Jiani Li and
Scott Sanner and
Jongseong Jang and
Yeonjeong Jeong and
Dongsub Shim},
title = {{EDDA:} Explanation-driven Data Augmentation to Improve Model and
Explanation Alignment},
journal = {CoRR},
volume = {abs/2105.14162},
year = {2021},
url = {https://arxiv.org/abs/2105.14162},
eprinttype = {arXiv},
eprint = {2105.14162},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07260,
author = {Noah Patton and
Jihwan Jeong and
Michael Gimelfarb and
Scott Sanner},
title = {{RAPTOR:} End-to-end Risk-Aware {MDP} Planning and Policy Learning
by Backpropagation},
journal = {CoRR},
volume = {abs/2106.07260},
year = {2021},
url = {https://arxiv.org/abs/2106.07260},
eprinttype = {arXiv},
eprint = {2106.07260},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00633,
author = {Buser Say and
Scott Sanner and
Jo Devriendt and
Jakob Nordstr{\"{o}}m and
Peter J. Stuckey},
title = {Planning with Learned Binarized Neural Networks Benchmarks for MaxSAT
Evaluation 2021},
journal = {CoRR},
volume = {abs/2108.00633},
year = {2021},
url = {https://arxiv.org/abs/2108.00633},
eprinttype = {arXiv},
eprint = {2108.00633},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01794,
author = {Yi Sui and
Ga Wu and
Scott Sanner},
title = {Multi-axis Attentive Prediction for Sparse EventData: An Application
to Crime Prediction},
journal = {CoRR},
volume = {abs/2110.01794},
year = {2021},
url = {https://arxiv.org/abs/2110.01794},
eprinttype = {arXiv},
eprint = {2110.01794},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14271,
author = {Zhibo Zhang and
Jongseong Jang and
Chiheb Trabelsi and
Ruiwen Li and
Scott Sanner and
Yeonjeong Jeong and
Dongsub Shim},
title = {ExCon: Explanation-driven Supervised Contrastive Learning for Image
Classification},
journal = {CoRR},
volume = {abs/2111.14271},
year = {2021},
url = {https://arxiv.org/abs/2111.14271},
eprinttype = {arXiv},
eprint = {2111.14271},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SayS20,
author = {Buser Say and
Scott Sanner},
title = {Compact and efficient encodings for planning in factored state and
action spaces with learned Binarized Neural Network transition models},
journal = {Artif. Intell.},
volume = {285},
pages = {103291},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2020.103291},
doi = {10.1016/J.ARTINT.2020.103291},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SayS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SoviljBSSR20,
author = {Dusan Sovilj and
Paul Budnarain and
Scott Sanner and
Geoff Salmon and
Mohan Rao},
title = {A comparative evaluation of unsupervised deep architectures for intrusion
detection in sequential data streams},
journal = {Expert Syst. Appl.},
volume = {159},
pages = {113577},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2020.113577},
doi = {10.1016/J.ESWA.2020.113577},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SoviljBSSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/BouadjenekSD20,
author = {Mohamed Reda Bouadjenek and
Scott Sanner and
Yihao Du},
title = {Relevance- and interface-driven clustering for visual information
retrieval},
journal = {Inf. Syst.},
volume = {94},
pages = {101592},
year = {2020},
url = {https://doi.org/10.1016/j.is.2020.101592},
doi = {10.1016/J.IS.2020.101592},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/BouadjenekSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/WuSS20,
author = {Ga Wu and
Buser Say and
Scott Sanner},
title = {Scalable Planning with Deep Neural Network Learned Transition Models},
journal = {J. Artif. Intell. Res.},
volume = {68},
pages = {571--606},
year = {2020},
url = {https://doi.org/10.1613/jair.1.11829},
doi = {10.1613/JAIR.1.11829},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/WuSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangSBG20,
author = {Bohan Zhang and
Scott Sanner and
Mohamed Reda Bouadjenek and
Shagun Gupta},
title = {Bayesian Networks for Data Integration in the Absence of Foreign Keys},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {4},
pages = {803--808},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2940019},
doi = {10.1109/TKDE.2019.2940019},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangSBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaiWLS20,
author = {Zheda Mai and
Ga Wu and
Kai Luo and
Scott Sanner},
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Attentive Autoencoders for Multifaceted Preference Learning in One-class
Collaborative Filtering},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {165--172},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020.00032},
doi = {10.1109/ICDMW51313.2020.00032},
timestamp = {Sun, 21 Feb 2021 16:22:10 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaiWLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiSLW20,
author = {Hanze Li and
Scott Sanner and
Kai Luo and
Ga Wu},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {A Ranking Optimization Approach to Latent Linear Critiquing for Conversational
Recommender Systems},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {13--22},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3412240},
doi = {10.1145/3383313.3412240},
timestamp = {Thu, 24 Sep 2020 10:19:44 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiSLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LuoYWS20,
author = {Kai Luo and
Hojin Yang and
Ga Wu and
Scott Sanner},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Deep Critiquing for VAE-based Recommender Systems},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1269--1278},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401091},
doi = {10.1145/3397271.3401091},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LuoYWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LuoSWLY20,
author = {Kai Luo and
Scott Sanner and
Ga Wu and
Hanze Li and
Hojin Yang},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Latent Linear Critiquing for Conversational Recommender Systems},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2535--2541},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380003},
doi = {10.1145/3366423.3380003},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/LuoSWLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00203,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
title = {Contextual Policy Reuse using Deep Mixture Models},
journal = {CoRR},
volume = {abs/2003.00203},
year = {2020},
url = {https://arxiv.org/abs/2003.00203},
eprinttype = {arXiv},
eprint = {2003.00203},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05725,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
title = {Bayesian Experience Reuse for Learning from Multiple Demonstrators},
journal = {CoRR},
volume = {abs/2006.05725},
year = {2020},
url = {https://arxiv.org/abs/2006.05725},
eprinttype = {arXiv},
eprint = {2006.05725},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00869,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
title = {{\(\epsilon\)}-BMC: {A} Bayesian Ensemble Approach to Epsilon-Greedy
Exploration in Model-Free Reinforcement Learning},
journal = {CoRR},
volume = {abs/2007.00869},
year = {2020},
url = {https://arxiv.org/abs/2007.00869},
eprinttype = {arXiv},
eprint = {2007.00869},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05683,
author = {Zheda Mai and
Hyunwoo Kim and
Jihwan Jeong and
Scott Sanner},
title = {Batch-level Experience Replay with Review for Continual Learning},
journal = {CoRR},
volume = {abs/2007.05683},
year = {2020},
url = {https://arxiv.org/abs/2007.05683},
eprinttype = {arXiv},
eprint = {2007.05683},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01246,
author = {Jin Peng Zhou and
Ga Wu and
Zheda Mai and
Scott Sanner},
title = {Noise Contrastive Estimation for Autoencoding-based One-Class Collaborative
Filtering},
journal = {CoRR},
volume = {abs/2008.01246},
year = {2020},
url = {https://arxiv.org/abs/2008.01246},
eprinttype = {arXiv},
eprint = {2008.01246},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00093,
author = {Zheda Mai and
Dongsub Shim and
Jihwan Jeong and
Scott Sanner and
Hyunwoo Kim and
Jongseong Jang},
title = {Adversarial Shapley Value Experience Replay for Task-Free Continual
Learning},
journal = {CoRR},
volume = {abs/2009.00093},
year = {2020},
url = {https://arxiv.org/abs/2009.00093},
eprinttype = {arXiv},
eprint = {2009.00093},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12803,
author = {Zheda Mai and
Ga Wu and
Kai Luo and
Scott Sanner},
title = {Attentive Autoencoders for Multifaceted Preference Learning in One-class
Collaborative Filtering},
journal = {CoRR},
volume = {abs/2010.12803},
year = {2020},
url = {https://arxiv.org/abs/2010.12803},
eprinttype = {arXiv},
eprint = {2010.12803},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BuenoBMS19,
author = {Thiago Pereira Bueno and
Leliane N. de Barros and
Denis Deratani Mau{\'{a}} and
Scott Sanner},
title = {Deep Reactive Policies for Planning in Stochastic Nonlinear Domains},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7530--7537},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017530},
doi = {10.1609/AAAI.V33I01.33017530},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BuenoBMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chiir/BouadjenekS19,
author = {Mohamed Reda Bouadjenek and
Scott Sanner},
editor = {Leif Azzopardi and
Martin Halvey and
Ian Ruthven and
Hideo Joho and
Vanessa Murdock and
Pernilla Qvarfordt},
title = {Relevance-driven Clustering for Visual Information Retrieval on Twitter},
booktitle = {Proceedings of the 2019 Conference on Human Information Interaction
and Retrieval, {CHIIR} 2019, Glasgow, Scotland, UK, March 10-14, 2019},
pages = {349--353},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3295750.3298914},
doi = {10.1145/3295750.3298914},
timestamp = {Mon, 26 Apr 2021 09:27:01 +0200},
biburl = {https://dblp.org/rec/conf/chiir/BouadjenekS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/SayST19,
author = {Buser Say and
Scott Sanner and
Sylvie Thi{\'{e}}baux},
editor = {Thomas Schiex and
Simon de Givry},
title = {Reward Potentials for Planning with Learned Neural Network Transition
Models},
booktitle = {Principles and Practice of Constraint Programming - 25th International
Conference, {CP} 2019, Stamford, CT, USA, September 30 - October 4,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11802},
pages = {674--689},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30048-7\_39},
doi = {10.1007/978-3-030-30048-7\_39},
timestamp = {Mon, 23 Sep 2019 13:55:24 +0200},
biburl = {https://dblp.org/rec/conf/cp/SayST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/SayS19,
author = {Buser Say and
Scott Sanner},
editor = {Louis{-}Martin Rousseau and
Kostas Stergiou},
title = {Metric Hybrid Factored Planning in Nonlinear Domains with Constraint
Generation},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 16th International Conference, {CPAIOR} 2019,
Thessaloniki, Greece, June 4-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11494},
pages = {502--518},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19212-9\_33},
doi = {10.1007/978-3-030-19212-9\_33},
timestamp = {Tue, 28 May 2019 13:07:45 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/SayS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuLSS19,
author = {Ga Wu and
Kai Luo and
Scott Sanner and
Harold Soh},
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {Deep language-based critiquing for recommender systems},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {137--145},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689.3347009},
doi = {10.1145/3298689.3347009},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuLSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWBSSZ19,
author = {Yakun Wang and
Ga Wu and
Mohamed Reda Bouadjenek and
Scott Sanner and
Sen Su and
Zhongbao Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Novel Regularizer for Temporally Stable Learning with an Application
to Twitter Topic Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {217--225},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.25},
doi = {10.1137/1.9781611975673.25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWBSSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuVSSR19,
author = {Ga Wu and
Maksims Volkovs and
Chee Loong Soon and
Scott Sanner and
Himanshu Rai},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Noise Contrastive Estimation for One-Class Collaborative Filtering},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {135--144},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331201},
doi = {10.1145/3331184.3331201},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WuVSSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuBS19,
author = {Ga Wu and
Mohamed Reda Bouadjenek and
Scott Sanner},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {One-Class Collaborative Filtering with the Queryable Variational Autoencoder},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {921--924},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331292},
doi = {10.1145/3331184.3331292},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WuBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/KhawJAKSK19,
author = {Yew Meng Khaw and
Amir Abiri Jahromi and
Mohammadreza Fakhari Moghaddam Arani and
Deepa Kundur and
Scott Sanner and
Marthe Kassouf},
title = {Preventing False Tripping Cyberattacks Against Distance Relays: {A}
Deep Learning Approach},
booktitle = {2019 {IEEE} International Conference on Communications, Control, and
Computing Technologies for Smart Grids, SmartGridComm 2019, Beijing,
China, October 21-23, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SmartGridComm.2019.8909810},
doi = {10.1109/SMARTGRIDCOMM.2019.8909810},
timestamp = {Sun, 08 Dec 2019 17:30:04 +0100},
biburl = {https://dblp.org/rec/conf/smartgridcomm/KhawJAKSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GimelfarbSL19,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Amir Globerson and
Ricardo Silva},
title = {Epsilon-BMC: {A} Bayesian Ensemble Approach to Epsilon-Greedy Exploration
in Model-Free Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {476--485},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gimelfarb20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/GimelfarbSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02873,
author = {Ga Wu and
Buser Say and
Scott Sanner},
title = {Scalable Nonlinear Planning with Deep Neural Network Learned Transition
Models},
journal = {CoRR},
volume = {abs/1904.02873},
year = {2019},
url = {http://arxiv.org/abs/1904.02873},
eprinttype = {arXiv},
eprint = {1904.02873},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09366,
author = {Buser Say and
Scott Sanner and
Sylvie Thi{\'{e}}baux},
title = {Reward Potentials for Planning with Learned Neural Network Transition
Models},
journal = {CoRR},
volume = {abs/1904.09366},
year = {2019},
url = {http://arxiv.org/abs/1904.09366},
eprinttype = {arXiv},
eprint = {1904.09366},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10403,
author = {Kasra Safari and
Scott Sanner},
title = {Optimizing Search {API} Queries for Twitter Topic Classifiers Using
a Maximum Set Coverage Approach},
journal = {CoRR},
volume = {abs/1904.10403},
year = {2019},
url = {http://arxiv.org/abs/1904.10403},
eprinttype = {arXiv},
eprint = {1904.10403},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hf/KortschotSJSCS18,
author = {Sean W. Kortschot and
Dusan Sovilj and
Greg A. Jamieson and
Scott Sanner and
Chelsea Carrasco and
Harold Soh},
title = {Measuring and Mitigating the Costs of Attentional Switches in Active
Network Monitoring for Cybersecurity},
journal = {Hum. Factors},
volume = {60},
number = {7},
pages = {962--977},
year = {2018},
url = {https://doi.org/10.1177/0018720818784107},
doi = {10.1177/0018720818784107},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hf/KortschotSJSCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/YeSS18,
author = {Zhijiang Ye and
Buser Say and
Scott Sanner},
editor = {Willem Jan van Hoeve},
title = {Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 15th International Conference, {CPAIOR} 2018,
Delft, The Netherlands, June 26-29, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10848},
pages = {585--594},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93031-2\_42},
doi = {10.1007/978-3-319-93031-2\_42},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/YeSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SayS18,
author = {Buser Say and
Scott Sanner},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Planning in Factored State and Action Spaces with Learned Binarized
Neural Network Transition Models},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {4815--4821},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/669},
doi = {10.24963/IJCAI.2018/669},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SayS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KolbMSBK18,
author = {Samuel Kolb and
Martin Mladenov and
Scott Sanner and
Vaishak Belle and
Kristian Kersting},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Efficient Symbolic Integration for Probabilistic Inference},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5031--5037},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/698},
doi = {10.24963/IJCAI.2018/698},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KolbMSBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GimelfarbSL18,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Reinforcement Learning with Multiple Experts: {A} Bayesian Model Combination
Approach},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9549--9559},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ba4002d88b8860b6a684ade8357aba56-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GimelfarbSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VolkovsRCWLS18,
author = {Maksims Volkovs and
Himanshu Rai and
Zhaoyue Cheng and
Ga Wu and
Yichao Lu and
Scott Sanner},
title = {Two-stage Model for Automatic Playlist Continuation at Scale},
booktitle = {Proceedings of the {ACM} Recommender Systems Challenge, RecSys Challenge
2018, Vancouver, BC, Canada, October 2, 2018},
pages = {9:1--9:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3267471.3267480},
doi = {10.1145/3267471.3267480},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VolkovsRCWLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/SoviljSSL18,
author = {Dusan Sovilj and
Scott Sanner and
Harold Soh and
Hanze Li},
editor = {Tanja Mitrovic and
Jie Zhang and
Li Chen and
David Chin},
title = {Collaborative Filtering with Behavioral Models},
booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and
Personalization, {UMAP} 2018, Singapore, July 08-11, 2018},
pages = {91--99},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209219.3209235},
doi = {10.1145/3209219.3209235},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/SoviljSSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07785,
author = {Ga Wu and
Justin Domke and
Scott Sanner},
title = {Conditional Inference in Pre-trained Variational Autoencoders via
Cross-coding},
journal = {CoRR},
volume = {abs/1805.07785},
year = {2018},
url = {http://arxiv.org/abs/1805.07785},
eprinttype = {arXiv},
eprint = {1805.07785},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00060,
author = {Yu Qing Zhou and
Ga Wu and
Scott Sanner and
Putra Manggala},
title = {Aesthetic Features for Personalized Photo Recommendation},
journal = {CoRR},
volume = {abs/1809.00060},
year = {2018},
url = {http://arxiv.org/abs/1809.00060},
eprinttype = {arXiv},
eprint = {1809.00060},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00697,
author = {Ga Wu and
Maksims Volkovs and
Chee Loong Soon and
Scott Sanner and
Himanshu Rai},
title = {Noise Contrastive Estimation for Scalable Linear Models for One-Class
Collaborative Filtering},
journal = {CoRR},
volume = {abs/1811.00697},
year = {2018},
url = {http://arxiv.org/abs/1811.00697},
eprinttype = {arXiv},
eprint = {1811.00697},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10433,
author = {Buser Say and
Scott Sanner},
title = {Compact and Efficient Encodings for Planning in Factored State and
Action Spaces with Learned Binarized Neural Network Transition Models},
journal = {CoRR},
volume = {abs/1811.10433},
year = {2018},
url = {http://arxiv.org/abs/1811.10433},
eprinttype = {arXiv},
eprint = {1811.10433},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AndersonBBBEGGI17,
author = {Monica Anderson and
Roman Bart{\'{a}}k and
John S. Brownstein and
David L. Buckeridge and
Hoda Eldardiry and
Christopher W. Geib and
Maria L. Gini and
Aaron Isaksen and
Sarah Keren and
Robert Laddaga and
Viliam Lis{\'{y}} and
Rodney Martin and
David R. Martinez and
Martin Michalowski and
Loizos Michael and
Reuth Mirsky and
Thanh Hai Nguyen and
Michael J. Paul and
Enrico Pontelli and
Scott Sanner and
Arash Shaban{-}Nejad and
Arunesh Sinha and
Shirin Sohrabi and
Kumar Sricharan and
Biplav Srivastava and
Mark Stefik and
William W. Streilein and
Nathan R. Sturtevant and
Kartik Talamadupula and
Michael Thielscher and
Julian Togelius and
Tran Cao Son and
Long Tran{-}Thanh and
Neal Wagner and
Byron C. Wallace and
Szymon Wilk and
Jichen Zhu},
title = {Reports of the Workshops of the Thirty-First {AAAI} Conference on
Artificial Intelligence},
journal = {{AI} Mag.},
volume = {38},
number = {3},
pages = {72--82},
year = {2017},
url = {https://doi.org/10.1609/aimag.v38i3.2755},
doi = {10.1609/AIMAG.V38I3.2755},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AndersonBBBEGGI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KinathilSS17,
author = {Shamin Kinathil and
Harold Soh and
Scott Sanner},
title = {Nonlinear Optimization and Symbolic Dynamic Programming for Parameterized
Hybrid Markov Decision Processes},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15169},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KinathilSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RosuABCCFGLRS17,
author = {Daniela Rosu and
Dionne M. Aleman and
J. Christopher Beck and
Mark H. Chignell and
Mariano P. Consens and
Mark S. Fox and
Michael Gruninger and
Chang Liu and
Yi Ru and
Scott Sanner},
title = {Knowledge-Based Provision of Goods and Services for People with Social
Needs: Towards a Virtual Marketplace},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15163},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RosuABCCFGLRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SedhainMSXB17,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Lexing Xie and
Darius Braziunas},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Low-Rank Linear Cold-Start Recommendation from Social Data},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1502--1508},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10758},
doi = {10.1609/AAAI.V31I1.10758},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SedhainMSXB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RaghavanSKTF17,
author = {Aswin Raghavan and
Scott Sanner and
Roni Khardon and
Prasad Tadepalli and
Alan Fern},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Hindsight Optimization for Hybrid State and Action MDPs},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3790--3796},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11056},
doi = {10.1609/AAAI.V31I1.11056},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RaghavanSKTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/0002ABCCFGLRS17,
author = {Daniela Rosu and
Dionne M. Aleman and
J. Christopher Beck and
Mark H. Chignell and
Mariano P. Consens and
Mark S. Fox and
Michael Gruninger and
Chang Liu and
Yi Ru and
Scott Sanner},
title = {Knowledge-Based Provisioning of Goods and Services: Towards a Virtual
Social Needs Marketplace},
booktitle = {2017 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 27-29, 2017},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/SSS/SSS17/paper/view/15365},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/0002ABCCFGLRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/KinathilSS17,
author = {Shamin Kinathil and
Harold Soh and
Scott Sanner},
editor = {Laura Barbulescu and
Jeremy Frank and
Mausam and
Stephen F. Smith},
title = {Analytic Decision Analysis via Symbolic Dynamic Programming for Parameterized
Hybrid MDPs},
booktitle = {Proceedings of the Twenty-Seventh International Conference on Automated
Planning and Scheduling, {ICAPS} 2017, Pittsburgh, Pennsylvania, USA,
June 18-23, 2017},
pages = {181--185},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICAPS/ICAPS17/paper/view/15649},
timestamp = {Tue, 26 Sep 2017 07:30:03 +0200},
biburl = {https://dblp.org/rec/conf/aips/KinathilSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ImanSBX17,
author = {Zahra Iman and
Scott Sanner and
Mohamed Reda Bouadjenek and
Lexing Xie},
title = {A Longitudinal Study of Topic Classification on Twitter},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {552--555},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15625},
timestamp = {Fri, 19 May 2017 12:45:06 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ImanSBX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihtc/RosuABCCFGLRS17,
author = {Daniela Rosu and
Dionne M. Aleman and
J. Christopher Beck and
Mark H. Chignell and
Mariano P. Consens and
Mark S. Fox and
Michael Gruninger and
Chang Liu and
Yi Ru and
Scott Sanner},
title = {A virtual marketplace for goods and services for people with social
needs},
booktitle = {{IEEE} Canada International Humanitarian Technology Conference, {IHTC}
2017, Toronto, ON, Canada, July 21-22, 2017},
pages = {202--206},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IHTC.2017.8058188},
doi = {10.1109/IHTC.2017.8058188},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihtc/RosuABCCFGLRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SayWZS17,
author = {Buser Say and
Ga Wu and
Yu Qing Zhou and
Scott Sanner},
editor = {Carles Sierra},
title = {Nonlinear Hybrid Planning with Deep Net Learned Transition Models
and Mixed-Integer Linear Programming},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {750--756},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/104},
doi = {10.24963/IJCAI.2017/104},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SayWZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/SohSWJ17,
author = {Harold Soh and
Scott Sanner and
Madeleine White and
Greg A. Jamieson},
editor = {George A. Papadopoulos and
Tsvi Kuflik and
Fang Chen and
Carlos Duarte and
Wai{-}Tat Fu},
title = {Deep Sequential Recommendation for Personalized Adaptive User Interfaces},
booktitle = {Proceedings of the 22nd International Conference on Intelligent User
Interfaces, {IUI} 2017, Limassol, Cyprus, March 13-16, 2017},
pages = {589--593},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3025171.3025207},
doi = {10.1145/3025171.3025207},
timestamp = {Mon, 07 Sep 2020 17:06:04 +0200},
biburl = {https://dblp.org/rec/conf/iui/SohSWJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuSS17,
author = {Ga Wu and
Buser Say and
Scott Sanner},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Scalable Planning with Tensorflow for Hybrid Nonlinear Domains},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6273--6283},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/98b17f068d5d9b7668e19fb8ae470841-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KortschotSSJSCR17,
author = {Sean W. Kortschot and
Dusan Sovilj and
Harold Soh and
Greg A. Jamieson and
Scott Sanner and
Chelsea Carrasco and
Scott Ralph and
Scott Langevin},
title = {An open source adaptive user interface for network monitoring},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {1535--1539},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8122832},
doi = {10.1109/SMC.2017.8122832},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/KortschotSSJSCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socs/CamachoCSM17,
author = {Alberto Camacho and
Oscar Chen and
Scott Sanner and
Sheila A. McIlraith},
editor = {Alex Fukunaga and
Akihiro Kishimoto},
title = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward
Shaping},
booktitle = {Proceedings of the Tenth International Symposium on Combinatorial
Search, {SOCS} 2017, 16-17 June 2017, Pittsburgh, Pennsylvania, {USA}},
pages = {159--160},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/socs.v8i1.18421},
doi = {10.1609/SOCS.V8I1.18421},
timestamp = {Mon, 18 Dec 2023 04:11:03 +0100},
biburl = {https://dblp.org/rec/conf/socs/CamachoCSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RizoiuXSCYH17,
author = {Marian{-}Andrei Rizoiu and
Lexing Xie and
Scott Sanner and
Manuel Cebri{\'{a}}n and
Honglin Yu and
Pascal Van Hentenryck},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Expecting to be {HIP:} Hawkes Intensity Processes for Social Media
Popularity},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {735--744},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052650},
doi = {10.1145/3038912.3052650},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/RizoiuXSCYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SannerK17,
author = {Scott Sanner and
Kristian Kersting},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Symbolic Dynamic Programming},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1220--1228},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_806},
doi = {10.1007/978-1-4899-7687-1\_806},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SannerK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhardonS17,
author = {Roni Khardon and
Scott Sanner},
title = {Stochastic Planning and Lifted Inference},
journal = {CoRR},
volume = {abs/1701.01048},
year = {2017},
url = {http://arxiv.org/abs/1701.01048},
eprinttype = {arXiv},
eprint = {1701.01048},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhardonS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuSS17,
author = {Ga Wu and
Buser Say and
Scott Sanner},
title = {Scalable Planning with Tensorflow for Hybrid Nonlinear Domains},
journal = {CoRR},
volume = {abs/1704.07511},
year = {2017},
url = {http://arxiv.org/abs/1704.07511},
eprinttype = {arXiv},
eprint = {1704.07511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DelgadoBDS16,
author = {Karina Valdivia Delgado and
Leliane N. de Barros and
Daniel B. Dias and
Scott Sanner},
title = {Real-time dynamic programming for Markov decision processes with imprecise
probabilities},
journal = {Artif. Intell.},
volume = {230},
pages = {192--223},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2015.09.005},
doi = {10.1016/J.ARTINT.2015.09.005},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/DelgadoBDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SedhainMSB16,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Darius Braziunas},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {On the Effectiveness of Linear Models for One-Class Collaborative
Filtering},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {229--235},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9991},
doi = {10.1609/AAAI.V30I1.9991},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SedhainMSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AfsharSW16,
author = {Hadi Mohasel Afshar and
Scott Sanner and
Christfried Webers},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3287--3293},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10419},
doi = {10.1609/AAAI.V30I1.10419},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AfsharSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KinathilSDP16,
author = {Shamin Kinathil and
Scott Sanner and
Sanmay Das and
Nicol{\'{a}}s Della Penna},
editor = {Subbarao Kambhampati},
title = {A Symbolic Closed-Form Solution to Sequential Market Making with Inventory},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3609--3615},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/508},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KinathilSDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SedhainBKVKMBS16,
author = {Suvash Sedhain and
Hung Bui and
Jaya Kawale and
Nikos Vlassis and
Branislav Kveton and
Aditya Krishna Menon and
Trung Bui and
Scott Sanner},
editor = {Subbarao Kambhampati},
title = {Practical Linear Models for Large-Scale One-Class Collaborative Filtering},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3854--3860},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/542},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SedhainBKVKMBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2016hybrid,
editor = {Daniele Magazzeni and
Scott Sanner and
Sylvie Thi{\'{e}}baux},
title = {Planning for Hybrid Systems, Papers from the 2016 {AAAI} Workshop,
Phoenix, Arizona, USA, February 13, 2016},
series = {{AAAI} Technical Report},
volume = {{WS-16-12}},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/Library/Workshops/ws16-12.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2016hybrid.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aips/2016,
editor = {Amanda Jane Coles and
Andrew Coles and
Stefan Edelkamp and
Daniele Magazzeni and
Scott Sanner},
title = {Proceedings of the Twenty-Sixth International Conference on Automated
Planning and Scheduling, {ICAPS} 2016, London, UK, June 12-17, 2016},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/Library/ICAPS/icaps16contents.php},
isbn = {978-1-57735-757-5},
timestamp = {Wed, 08 Jun 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aips/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RizoiuXSCYH16,
author = {Marian{-}Andrei Rizoiu and
Lexing Xie and
Scott Sanner and
Manuel Cebri{\'{a}}n and
Honglin Yu and
Pascal Van Hentenryck},
title = {Can this video be promoted? - Endogenous and exogenous popularity
processes in social media},
journal = {CoRR},
volume = {abs/1602.06033},
year = {2016},
url = {http://arxiv.org/abs/1602.06033},
eprinttype = {arXiv},
eprint = {1602.06033},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RizoiuXSCYH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LimSG16,
author = {Kar Wai Lim and
Scott Sanner and
Shengbo Guo},
title = {On the Mathematical Relationship between Expected n-call@k and the
Relevance vs. Diversity Trade-off},
journal = {CoRR},
volume = {abs/1609.06568},
year = {2016},
url = {http://arxiv.org/abs/1609.06568},
eprinttype = {arXiv},
eprint = {1609.06568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LimSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/VallatiCGMRS15,
author = {Mauro Vallati and
Luk{\'{a}}s Chrpa and
Marek Grzes and
Thomas Leo McCluskey and
Mark Roberts and
Scott Sanner},
title = {The 2014 International Planning Competition: Progress and Trends},
journal = {{AI} Mag.},
volume = {36},
number = {3},
pages = {90--98},
year = {2015},
url = {https://doi.org/10.1609/aimag.v36i3.2571},
doi = {10.1609/AIMAG.V36I3.2571},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/VallatiCGMRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuSO15,
author = {Ga Wu and
Scott Sanner and
Rodrigo F. S. C. Oliveira},
editor = {Blai Bonet and
Sven Koenig},
title = {Bayesian Model Averaging Naive Bayes {(BMA-NB):} Averaging over an
Exponential Number of Feature Models in Linear Time},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3094--3100},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9634},
doi = {10.1609/AAAI.V29I1.9634},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuSO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ViannaBS15,
author = {Luis Gustavo Rocha Vianna and
Leliane N. de Barros and
Scott Sanner},
editor = {Blai Bonet and
Sven Koenig},
title = {Real-Time Symbolic Dynamic Programming},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3402--3408},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9651},
doi = {10.1609/AAAI.V29I1.9651},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ViannaBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AbbasnejadDS15,
author = {Ehsan Abbasnejad and
Justin Domke and
Scott Sanner},
editor = {Blai Bonet and
Sven Koenig},
title = {Loss-Calibrated Monte Carlo Action Selection},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3447--3453},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9685},
doi = {10.1609/AAAI.V29I1.9685},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AbbasnejadDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AfsharSA15,
author = {Hadi Mohasel Afshar and
Scott Sanner and
Ehsan Abbasnejad},
editor = {Blai Bonet and
Sven Koenig},
title = {Linear-Time Gibbs Sampling in Piecewise Graphical Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3461--3467},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9682},
doi = {10.1609/AAAI.V29I1.9682},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AfsharSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icail/BouadjenekSF15,
author = {Mohamed Reda Bouadjenek and
Scott Sanner and
Gabriela Ferraro},
editor = {Ted Sichelman and
Katie Atkinson},
title = {A study of query reformulation for patent prior art search with partial
patent applications},
booktitle = {Proceedings of the 15th International Conference on Artificial Intelligence
and Law, {ICAIL} 2015, San Diego, CA, USA, June 8-12, 2015},
pages = {23--32},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2746090.2746092},
doi = {10.1145/2746090.2746092},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icail/BouadjenekSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/YuXS15,
author = {Honglin Yu and
Lexing Xie and
Scott Sanner},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {The Lifecyle of a Youtube Video: Phases, Content and Popularity},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {533--542},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10537},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/YuXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TranCSX15,
author = {Khoi{-}Nguyen Tran and
Peter Christen and
Scott Sanner and
Lexing Xie},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple
Languages},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {380--391},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_30},
doi = {10.1007/978-3-319-18038-0\_30},
timestamp = {Tue, 24 Aug 2021 17:53:57 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/TranCSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FarSBFH15,
author = {Mona Golestan Far and
Scott Sanner and
Mohamed Reda Bouadjenek and
Gabriela Ferraro and
David Hawking},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {On Term Selection Techniques for Patent Prior Art Search},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {803--806},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767801},
doi = {10.1145/2766462.2767801},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/FarSBFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SedhainMSX15,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Lexing Xie},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {AutoRec: Autoencoders Meet Collaborative Filtering},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {111--112},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742726},
doi = {10.1145/2740908.2742726},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/SedhainMSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ViannaSB14,
author = {Luis Gustavo Rocha Vianna and
Scott Sanner and
Leliane Nunes de Barros},
title = {Continuous Real Time Dynamic Programming for Discrete and Continuous
State MDPs},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {134--139},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.34},
doi = {10.1109/BRACIS.2014.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/ViannaSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/YuXS14,
author = {Honglin Yu and
Lexing Xie and
Scott Sanner},
editor = {Kien A. Hua and
Yong Rui and
Ralf Steinmetz and
Alan Hanjalic and
Apostol Natsev and
Wenwu Zhu},
title = {Twitter-driven YouTube Views: Beyond Individual Influencers},
booktitle = {Proceedings of the {ACM} International Conference on Multimedia, {MM}
'14, Orlando, FL, USA, November 03 - 07, 2014},
pages = {869--872},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2647868.2655037},
doi = {10.1145/2647868.2655037},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/YuXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SedhainSBXC14,
author = {Suvash Sedhain and
Scott Sanner and
Darius Braziunas and
Lexing Xie and
Jordan Christensen},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Social collaborative filtering for cold-start recommendations},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {345--348},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645772},
doi = {10.1145/2645710.2645772},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/SedhainSBXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KinathilSP14,
author = {Shamin Kinathil and
Scott Sanner and
Nicol{\'{a}}s Della Penna},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Closed-form Solutions to a Subclass of Continuous Stochastic Games
via Symbolic Dynamic Programming},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {390--399},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2474\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/KinathilSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MarchantRS14,
author = {Rom{\'{a}}n Marchant and
Fabio Ramos and
Scott Sanner},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Sequential Bayesian Optimisation for Spatial-Temporal Monitoring},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {553--562},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2491\&\#38;proceeding\_id=30},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MarchantRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/FurnkranzHRSS14,
author = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Cynthia Rudin and
Roman Slowinski and
Scott Sanner},
title = {Preference Learning (Dagstuhl Seminar 14101)},
journal = {Dagstuhl Reports},
volume = {4},
number = {3},
pages = {1--27},
year = {2014},
url = {https://doi.org/10.4230/DagRep.4.3.1},
doi = {10.4230/DAGREP.4.3.1},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/FurnkranzHRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cosn/SedhainSXKTC13,
author = {Suvash Sedhain and
Scott Sanner and
Lexing Xie and
Riley Kidd and
Khoi{-}Nguyen Tran and
Peter Christen},
editor = {S. Muthu Muthukrishnan and
Amr El Abbadi and
Balachander Krishnamurthy},
title = {Social affinity filtering: recommendation through fine-grained analysis
of user interactions and activities},
booktitle = {Conference on Online Social Networks, COSN'13, Boston, MA, USA, October
7-8, 2013},
pages = {51--62},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2512938.2512947},
doi = {10.1145/2512938.2512947},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cosn/SedhainSXKTC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenS13,
author = {Tan Nguyen and
Scott Sanner},
title = {Algorithms for Direct 0-1 Loss Optimization in Binary Classification},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1085--1093},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/nguyen13a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AbbasnejadSBP13,
author = {Ehsan Abbasnejad and
Scott Sanner and
Edwin V. Bonilla and
Pascal Poupart},
editor = {Francesca Rossi},
title = {Learning Community-Based Preferences via Dirichlet Process Mixtures
of Gaussian Processes},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1213--1219},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6766},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/AbbasnejadSBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZamaniSDB13,
author = {Zahra Zamani and
Scott Sanner and
Karina Valdivia Delgado and
Leliane Nunes de Barros},
editor = {Francesca Rossi},
title = {Robust Optimization for Hybrid MDPs with State-Dependent Noise},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2437--2443},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/7005},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZamaniSDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbbasnejadBS13,
author = {M. Ehsan Abbasnejad and
Edwin V. Bonilla and
Scott Sanner},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Decision-Theoretic Sparsification for Gaussian Process Preference
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {515--530},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_33},
doi = {10.1007/978-3-642-40991-2\_33},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbbasnejadBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MehrotraSBX13,
author = {Rishabh Mehrotra and
Scott Sanner and
Wray L. Buntine and
Lexing Xie},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {Improving {LDA} topic models for microblogs via tweet pooling and
automatic labeling},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {889--892},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484166},
doi = {10.1145/2484028.2484166},
timestamp = {Tue, 06 Nov 2018 11:07:23 +0100},
biburl = {https://dblp.org/rec/conf/sigir/MehrotraSBX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ViannaSB13,
author = {Luis Gustavo Vianna and
Scott Sanner and
Leliane Nunes de Barros},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Bounded Approximate Symbolic Dynamic Programming for Hybrid MDPs},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2429\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/ViannaSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ViannaSB13,
author = {Luis Gustavo Vianna and
Scott Sanner and
Leliane Nunes de Barros},
title = {Bounded Approximate Symbolic Dynamic Programming for Hybrid MDPs},
journal = {CoRR},
volume = {abs/1309.6871},
year = {2013},
url = {http://arxiv.org/abs/1309.6871},
eprinttype = {arXiv},
eprint = {1309.6871},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ViannaSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ColesCOJLSY12,
author = {Amanda Jane Coles and
Andrew Coles and
Angel Garc{\'{\i}}a Olaya and
Sergio Jim{\'{e}}nez Celorrio and
Carlos Linares L{\'{o}}pez and
Scott Sanner and
Sungwook Yoon},
title = {A Survey of the Seventh International Planning Competition},
journal = {{AI} Mag.},
volume = {33},
number = {1},
pages = {83--88},
year = {2012},
url = {https://doi.org/10.1609/aimag.v33i1.2392},
doi = {10.1609/AIMAG.V33I1.2392},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/ColesCOJLSY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZamaniSF12,
author = {Zahra Zamani and
Scott Sanner and
Cheng Fang},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Symbolic Dynamic Programming for Continuous State and Action MDPs},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1839--1845},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8372},
doi = {10.1609/AAAI.V26I1.8372},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZamaniSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SannerA12,
author = {Scott Sanner and
Ehsan Abbasnejad},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Symbolic Variable Elimination for Discrete and Continuous Graphical
Models},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1954--1960},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8406},
doi = {10.1609/AAAI.V26I1.8406},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SannerA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZamaniSPK12,
author = {Zahra Zamani and
Scott Sanner and
Pascal Poupart and
Kristian Kersting},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Symbolic Dynamic Programming for Continuous State and Observation
POMDPs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1403--1411},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/2dea61eed4bceec564a00115c4d21334-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZamaniSPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoSGB12,
author = {Shengbo Guo and
Scott Sanner and
Thore Graepel and
Wray L. Buntine},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Score-Based Bayesian Skill Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {106--121},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_12},
doi = {10.1007/978-3-642-33460-3\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuoSGB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LimSG12,
author = {Kar Wai Lim and
Scott Sanner and
Shengbo Guo},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {On the mathematical relationship between expected n-call@k and the
relevance vs. diversity trade-off},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {1117--1118},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348497},
doi = {10.1145/2348283.2348497},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LimSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NoelSTCXBAP12,
author = {Joseph Noel and
Scott Sanner and
Khoi{-}Nguyen Tran and
Peter Christen and
Lexing Xie and
Edwin V. Bonilla and
Ehsan Abbasnejad and
Nicol{\'{a}}s Della Penna},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {New objective functions for social collaborative filtering},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {859--868},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187952},
doi = {10.1145/2187836.2187952},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/NoelSTCXBAP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ewrl/2011,
editor = {Scott Sanner and
Marcus Hutter},
title = {Recent Advances in Reinforcement Learning - 9th European Workshop,
{EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7188},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29946-9},
doi = {10.1007/978-3-642-29946-9},
isbn = {978-3-642-29945-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3762,
author = {Scott Sanner and
Karina Valdivia Delgado and
Leliane Nunes de Barros},
title = {Symbolic Dynamic Programming for Discrete and Continuous State MDPs},
journal = {CoRR},
volume = {abs/1202.3762},
year = {2012},
url = {http://arxiv.org/abs/1202.3762},
eprinttype = {arXiv},
eprint = {1202.3762},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SannerB12,
author = {Scott Sanner and
Craig Boutilier},
title = {Practical Linear Value-approximation Techniques for First-order MDPs},
journal = {CoRR},
volume = {abs/1206.6879},
year = {2012},
url = {http://arxiv.org/abs/1206.6879},
eprinttype = {arXiv},
eprint = {1206.6879},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SannerB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1415,
author = {Scott Sanner and
Craig Boutilier},
title = {Approximate Linear Programming for First-order MDPs},
journal = {CoRR},
volume = {abs/1207.1415},
year = {2012},
url = {http://arxiv.org/abs/1207.1415},
eprinttype = {arXiv},
eprint = {1207.1415},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DelgadoSB11,
author = {Karina Valdivia Delgado and
Scott Sanner and
Leliane Nunes de Barros},
title = {Efficient solutions to factored MDPs with imprecise transition probabilities},
journal = {Artif. Intell.},
volume = {175},
number = {9-10},
pages = {1498--1527},
year = {2011},
url = {https://doi.org/10.1016/j.artint.2011.01.001},
doi = {10.1016/J.ARTINT.2011.01.001},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/DelgadoSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DelgadoBCS11,
author = {Karina Valdivia Delgado and
Leliane Nunes de Barros and
F{\'{a}}bio Gagliardi Cozman and
Scott Sanner},
title = {Using mathematical programming to solve Factored Markov Decision Processes
with Imprecise Probabilities},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {7},
pages = {1000--1017},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2011.04.002},
doi = {10.1016/J.IJAR.2011.04.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/DelgadoBCS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SannerGGKK11,
author = {Scott Sanner and
Shengbo Guo and
Thore Graepel and
Sadegh Kharazmi and
Sarvnaz Karimi},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Diverse retrieval via greedy optimization of expected 1-call@k in
a latent subtopic relevance model},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1977--1980},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063869},
doi = {10.1145/2063576.2063869},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SannerGGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AhmadiKS11,
author = {Babak Ahmadi and
Kristian Kersting and
Scott Sanner},
editor = {Toby Walsh},
title = {Multi-Evidence Lifted Message Passing, with Application to PageRank
and the Kalman Filter},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1152--1158},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-197},
doi = {10.5591/978-1-57735-516-8/IJCAI11-197},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AhmadiKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/AhmadiMKS11,
author = {Babak Ahmadi and
Martin Mladenov and
Kristian Kersting and
Scott Sanner},
editor = {Myra Spiliopoulou and
Andreas N{\"{u}}rnberger and
Ren{\'{e}} Schult},
title = {On Lifted PageRank, Kalman Filter and Towards Lifted Linear Program
Solving},
booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011"
of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011,
Magdeburg, 28.-30.September 2011},
pages = {35--42},
publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t
Magdeburg},
year = {2011},
timestamp = {Tue, 14 Feb 2023 10:59:16 +0100},
biburl = {https://dblp.org/rec/conf/lwa/AhmadiMKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RobardsSSM11,
author = {Matthew W. Robards and
Peter Sunehag and
Scott Sanner and
Bhaskara Marthi},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Sparse Kernel-SARSA({\(\lambda\)}) with an Eligibility Trace},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {1--17},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23808-6\_1},
doi = {10.1007/978-3-642-23808-6\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RobardsSSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SannerDB11,
author = {Scott Sanner and
Karina Valdivia Delgado and
Leliane Nunes de Barros},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Symbolic Dynamic Programming for Discrete and Continuous State MDPs},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {643--652},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2223\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/SannerDB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SannerK10,
author = {Scott Sanner and
Kristian Kersting},
editor = {Maria Fox and
David Poole},
title = {Symbolic Dynamic Programming for First-order POMDPs},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1140--1146},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7747},
doi = {10.1609/AAAI.V24I1.7747},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SannerK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SannerUD10,
author = {Scott Sanner and
William T. B. Uther and
Karina Valdivia Delgado},
editor = {Wiebe van der Hoek and
Gal A. Kaminka and
Yves Lesp{\'{e}}rance and
Michael Luck and
Sandip Sen},
title = {Approximate dynamic programming with affine ADDs},
booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems
{(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3},
pages = {1349--1356},
publisher = {{IFAAMAS}},
year = {2010},
url = {https://dl.acm.org/citation.cfm?id=1838383},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/SannerUD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DowneyS10,
author = {Carlton Downey and
Scott Sanner},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Temporal Difference Bayesian Model Averaging: {A} Bayesian Perspective
on Adapting Lambda},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {311--318},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/295.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DowneyS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/GuoS10,
author = {Shengbo Guo and
Scott Sanner},
editor = {Liqing Zhang and
Bao{-}Liang Lu and
James Tin{-}Yau Kwok},
title = {Multiattribute Bayesian Preference Elicitation with Pairwise Comparison
Queries},
booktitle = {Advances in Neural Networks - {ISNN} 2010, 7th International Symposium
on Neural Networks, {ISNN} 2010, Shanghai, China, June 6-9, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6063},
pages = {396--403},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13278-0\_51},
doi = {10.1007/978-3-642-13278-0\_51},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/GuoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BonillaGS10,
author = {Edwin V. Bonilla and
Shengbo Guo and
Scott Sanner},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Gaussian Process Preference Elicitation},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {262--270},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/46922a0880a8f11f8f69cbb52b1396be-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BonillaGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/DelgadoFSB10,
author = {Karina Valdivia Delgado and
Cheng Fang and
Scott Sanner and
Leliane Nunes de Barros},
editor = {Ant{\^{o}}nio Carlos da Rocha Costa and
Rosa Maria Vicari and
Flavio Tonidandel},
title = {Symbolic Bounded Real-Time Dynamic Programming},
booktitle = {Advances in Artificial Intelligence - {SBIA} 2010 - 20th Brazilian
Symposium on Artificial Intelligence, S{\~{a}}o Bernardo do Campo,
Brazil, October 23-28, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6404},
pages = {193--202},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16138-4\_20},
doi = {10.1007/978-3-642-16138-4\_20},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbia/DelgadoFSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GuoS10,
author = {Shengbo Guo and
Scott Sanner},
editor = {Fabio Crestani and
St{\'{e}}phane Marchand{-}Maillet and
Hsin{-}Hsi Chen and
Efthimis N. Efthimiadis and
Jacques Savoy},
title = {Probabilistic latent maximal marginal relevance},
booktitle = {Proceeding of the 33rd International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2010, Geneva, Switzerland,
July 19-23, 2010},
pages = {833--834},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835449.1835639},
doi = {10.1145/1835449.1835639},
timestamp = {Tue, 06 Nov 2018 11:07:25 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GuoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuoS10,
author = {Shengbo Guo and
Scott Sanner},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Real-time Multiattribute Bayesian Preference Elicitation with Pairwise
Comparison Queries},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {289--296},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/guo10b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SannerK10,
author = {Scott Sanner and
Kristian Kersting},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Symbolic Dynamic Programming},
booktitle = {Encyclopedia of Machine Learning},
pages = {946--954},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_806},
doi = {10.1007/978-0-387-30164-8\_806},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/SannerK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SannerB09,
author = {Scott Sanner and
Craig Boutilier},
title = {Practical solution techniques for first-order MDPs},
journal = {Artif. Intell.},
volume = {173},
number = {5-6},
pages = {748--788},
year = {2009},
url = {https://doi.org/10.1016/j.artint.2008.11.003},
doi = {10.1016/J.ARTINT.2008.11.003},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SannerB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/DelgadoSBC09,
author = {Karina Valdivia Delgado and
Scott Sanner and
Leliane Nunes de Barros and
F{\'{a}}bio Gagliardi Cozman},
editor = {Alfonso Gerevini and
Adele E. Howe and
Amedeo Cesta and
Ioannis Refanidis},
title = {Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities},
booktitle = {Proceedings of the 19th International Conference on Automated Planning
and Scheduling, {ICAPS} 2009, Thessaloniki, Greece, September 19-23,
2009},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICAPS/ICAPS09/paper/view/701},
timestamp = {Fri, 06 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/DelgadoSBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SannerGDS09,
author = {Scott Sanner and
Robby Goetschalckx and
Kurt Driessens and
Guy Shani},
editor = {Craig Boutilier},
title = {Bayesian Real-Time Dynamic Programming},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1784--1789},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/297.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SannerGDS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Sanner08,
author = {Scott Sanner},
title = {First-order Decision-theoretic Planning in Structured Relational Environments},
school = {University of Toronto, Canada},
year = {2008},
url = {http://hdl.handle.net/1807/11125},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Sanner08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GoetschalckxSD08,
author = {Robby Goetschalckx and
Scott Sanner and
Kurt Driessens},
editor = {Malik Ghallab and
Constantine D. Spyropoulos and
Nikos Fakotakis and
Nikolaos M. Avouris},
title = {Reinforcement Learning with the Use of Costly Features},
booktitle = {{ECAI} 2008 - 18th European Conference on Artificial Intelligence,
Patras, Greece, July 21-25, 2008, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {178},
pages = {779--780},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-891-5-779},
doi = {10.3233/978-1-58603-891-5-779},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/GoetschalckxSD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/GoetschalckxSD08,
author = {Robby Goetschalckx and
Scott Sanner and
Kurt Driessens},
editor = {Sertan Girgin and
Manuel Loth and
R{\'{e}}mi Munos and
Philippe Preux and
Daniil Ryabko},
title = {Reinforcement Learning with the Use of Costly Features},
booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop,
{EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised
and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5323},
pages = {124--135},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89722-4\_10},
doi = {10.1007/978-3-540-89722-4\_10},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/GoetschalckxSD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GoetschalckxDS08,
author = {Robby Goetschalckx and
Kurt Driessens and
Scott Sanner},
title = {Cost-Sensitive Parsimonious Linear Regression},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {809--814},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.76},
doi = {10.1109/ICDM.2008.76},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GoetschalckxDS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/SannerB07,
author = {Scott Sanner and
Craig Boutilier},
editor = {Mark S. Boddy and
Maria Fox and
Sylvie Thi{\'{e}}baux},
title = {Approximate Solution Techniques for Factored First-Order MDPs},
booktitle = {Proceedings of the Seventeenth International Conference on Automated
Planning and Scheduling, {ICAPS} 2007, Providence, Rhode Island, USA,
September 22-26, 2007},
pages = {288--295},
publisher = {{AAAI}},
year = {2007},
url = {http://www.aaai.org/Library/ICAPS/2007/icaps07-037.php},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/aips/SannerB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/SannerM06,
author = {Scott Sanner and
Sheila A. McIlraith},
editor = {Patrick Doherty and
John Mylopoulos and
Christopher A. Welty},
title = {An Ordered Theory Resolution Calculus for Hybrid Reasoning in First-Order
Extensions of Description Logic},
booktitle = {Proceedings, Tenth International Conference on Principles of Knowledge
Representation and Reasoning, Lake District of the United Kingdom,
June 2-5, 2006},
pages = {100--111},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/KR/2006/kr06-013.php},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kr/SannerM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SannerB06,
author = {Scott Sanner and
Craig Boutilier},
title = {Practical Linear Value-approximation Techniques for First-order MDPs},
booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial
Intelligence, Cambridge, MA, USA, July 13-16, 2006},
publisher = {{AUAI} Press},
year = {2006},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1302\&\#38;proceeding\_id=22},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SannerB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SannerM05,
author = {Scott Sanner and
David A. McAllester},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Affine Algebraic Decision Diagrams (AADDs) and their Application to
Structured Probabilistic Inference},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1384--1390},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1439.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SannerM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SannerB05,
author = {Scott Sanner and
Craig Boutilier},
title = {Approximate Linear Programming for First-order MDPs},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {509--517},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1168\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SannerB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BiswasLST02,
author = {Rahul Biswas and
Benson Limketkai and
Scott Sanner and
Sebastian Thrun},
title = {Towards object mapping in non-stationary environments with mobile
robots},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
Lausanne, Switzerland, September 30 - October 4, 2002},
pages = {1014--1019},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/IRDS.2002.1041523},
doi = {10.1109/IRDS.2002.1041523},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/BiswasLST02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SannerALL00,
author = {Scott Sanner and
John R. Anderson and
Christian Lebiere and
Marsha C. Lovett},
editor = {Pat Langley},
title = {Achieving Efficient and Cognitively Plausible Learning in Backgammon},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {823--830},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/SannerALL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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