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BibTeX records: Scott Sanner
@article{DBLP:journals/aim/TaitlerAEBFGPSSSSS24, author = {Ayal Taitler and Ron Alford and Joan Espasa and Gregor Behnke and Daniel Fiser and Michael Gimelfarb and Florian Pommerening and Scott Sanner and Enrico Scala and Dominik Schreiber and Javier Segovia{-}Aguas and Jendrik Seipp}, title = {The 2023 International Planning Competition}, journal = {{AI} Mag.}, volume = {45}, number = {2}, pages = {280--296}, year = {2024}, url = {https://doi.org/10.1002/aaai.12169}, doi = {10.1002/AAAI.12169}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/TaitlerAEBFGPSSSSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/XuLVSK24, author = {Yudong Xu and Wenhao Li and Pashootan Vaezipoor and Scott Sanner and Elias Boutros Khalil}, title = {LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=E8m8oySvPJ}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/XuLVSK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@inproceedings{DBLP:conf/icaps/GimelfarbTS24, author = {Michael Gimelfarb and Ayal Taitler and Scott Sanner}, editor = {Sara Bernardini and Christian Muise}, title = {JaxPlan and GurobiPlan: Optimization Baselines for Replanning in Discrete and Mixed Discrete-Continuous Probabilistic Domains}, booktitle = {Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, {ICAPS} 2024, Banff, Alberta, Canada, June 1-6, 2024}, pages = {230--238}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/icaps.v34i1.31480}, doi = {10.1609/ICAPS.V34I1.31480}, timestamp = {Mon, 03 Jun 2024 16:36:27 +0200}, biburl = {https://dblp.org/rec/conf/icaps/GimelfarbTS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DeldjooHMKSRVSK24, author = {Yashar Deldjoo and Zhankui He and Julian J. McAuley and Anton Korikov and Scott Sanner and Arnau Ramisa and Ren{\'{e}} Vidal and Maheswaran Sathiamoorthy and Atoosa Kasirzadeh and Silvia Milano}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {6448--6458}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671474}, doi = {10.1145/3637528.3671474}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DeldjooHMKSRVSK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/PourPCS24, author = {Mohammad Mahdi Abdollah Pour and Ali Pesaranghader and Eldan Cohen and Scott Sanner}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models}, booktitle = {Findings of the Association for Computational Linguistics: {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {1529--1536}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.findings-naacl.99}, doi = {10.18653/V1/2024.FINDINGS-NAACL.99}, timestamp = {Thu, 12 Sep 2024 13:29:32 +0200}, biburl = {https://dblp.org/rec/conf/naacl/PourPCS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/KemperCDLTKS24, author = {Sara Kemper and Justin Cui and Kai Dicarlantonio and Kathy Lin and Danjie Tang and Anton Korikov and Scott Sanner}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {2786--2790}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657670}, doi = {10.1145/3626772.3657670}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/KemperCDLTKS24.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/corr/abs-2404-00579, author = {Yashar Deldjoo and Zhankui He and Julian J. McAuley and Anton Korikov and Scott Sanner and Arnau Ramisa and Ren{\'{e}} Vidal and Maheswaran Sathiamoorthy and Atoosa Kasirzadeh and Silvia Milano}, title = {A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)}, journal = {CoRR}, volume = {abs/2404.00579}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00579}, doi = {10.48550/ARXIV.2404.00579}, eprinttype = {arXiv}, eprint = {2404.00579}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00579.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-00981, author = {David Eric Austin and Anton Korikov and Armin Toroghi and Scott Sanner}, title = {Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation}, journal = {CoRR}, volume = {abs/2405.00981}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.00981}, doi = {10.48550/ARXIV.2405.00981}, eprinttype = {arXiv}, eprint = {2405.00981}, timestamp = {Sun, 09 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-00981.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00033, author = {Sara Kemper and Justin Cui and Kai Dicarlantonio and Kathy Lin and Danjie Tang and Anton Korikov and Scott Sanner}, title = {Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking}, journal = {CoRR}, volume = {abs/2406.00033}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00033}, doi = {10.48550/ARXIV.2406.00033}, eprinttype = {arXiv}, eprint = {2406.00033}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00033.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-00878, author = {Anton Korikov and George Saad and Ethan Baron and Mustafa Khan and Manav Shah and Scott Sanner}, title = {Multi-Aspect Reviewed-Item Retrieval via {LLM} Query Decomposition and Aspect Fusion}, journal = {CoRR}, volume = {abs/2408.00878}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.00878}, doi = {10.48550/ARXIV.2408.00878}, eprinttype = {arXiv}, eprint = {2408.00878}, timestamp = {Mon, 09 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-00878.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, Prague, Czech Republic, July 8-13, 2023}, pages = {596--604}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/icaps.v33i1.27241}, doi = {10.1609/ICAPS.V33I1.27241}, timestamp = {Mon, 03 Jun 2024 16:37:45 +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/forum?id=dNqxZgyjcYA}, timestamp = {Wed, 24 Jul 2024 01:00:00 +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 = {Sun, 04 Aug 2024 01:00:00 +0200}, 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 = {Tue, 30 Jul 2024 20:55:53 +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, 07 May 2024 01:00:00 +0200}, 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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