@article{DBLP:journals/bc/Gershman24,
author = {Samuel J. Gershman},
title = {What have we learned about artificial intelligence from studying the
brain?},
journal = {Biol. Cybern.},
volume = {118},
number = {1-2},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1007/s00422-024-00983-2},
doi = {10.1007/S00422-024-00983-2},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/Gershman24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/ChenPVHG24,
author = {Alicia M. Chen and
Andrew Palacci and
Natalia V{\'{e}}lez and
Robert D. Hawkins and
Samuel J. Gershman},
title = {A Hierarchical Bayesian Model of Adaptive Teaching},
journal = {Cogn. Sci.},
volume = {48},
number = {7},
year = {2024},
url = {https://doi.org/10.1111/cogs.13477},
doi = {10.1111/COGS.13477},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/ChenPVHG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/DaleBCDGHLMNRSSV24,
author = {Rick Dale and
Ruth M. J. Byrne and
Emma Cohen and
Ophelia Deroy and
Samuel J. Gershman and
Janet H. Hsiao and
Ping Li and
Padraic Monaghan and
David C. Noelle and
Iris van Rooij and
Priti Shah and
Michael J. Spivey and
Sashank Varma},
title = {Introduction to Progress and Puzzles of Cognitive Science},
journal = {Cogn. Sci.},
volume = {48},
number = {7},
year = {2024},
url = {https://doi.org/10.1111/cogs.13480},
doi = {10.1111/COGS.13480},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/DaleBCDGHLMNRSSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KumarBGP24,
author = {Tanishq Kumar and
Blake Bordelon and
Samuel J. Gershman and
Cengiz Pehlevan},
title = {Grokking as the transition from lazy to rich training dynamics},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=vt5mnLVIVo},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KumarBGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06590,
author = {Wilka Carvalho and
Momchil S. Tomov and
William de Cothi and
Caswell Barry and
Samuel J. Gershman},
title = {Predictive representations: building blocks of intelligence},
journal = {CoRR},
volume = {abs/2402.06590},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06590},
doi = {10.48550/ARXIV.2402.06590},
eprinttype = {arXiv},
eprint = {2402.06590},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-14508,
author = {Ruairidh M. Battleday and
Samuel J. Gershman},
title = {Artificial intelligence for science: The easy and hard problems},
journal = {CoRR},
volume = {abs/2408.14508},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.14508},
doi = {10.48550/ARXIV.2408.14508},
eprinttype = {arXiv},
eprint = {2408.14508},
timestamp = {Sat, 28 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-14508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/Gershman23,
author = {Samuel J. Gershman},
title = {The molecular memory code and synaptic plasticity: {A} synthesis},
journal = {Biosyst.},
volume = {224},
pages = {104825},
year = {2023},
url = {https://doi.org/10.1016/j.biosystems.2022.104825},
doi = {10.1016/J.BIOSYSTEMS.2022.104825},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biosystems/Gershman23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/FanBSDPG23,
author = {Haoxue Fan and
Taylor Burke and
Deshawn Chatman Sambrano and
Emily Dial and
Elizabeth A. Phelps and
Samuel J. Gershman},
title = {Pupil Size Encodes Uncertainty during Exploration},
journal = {J. Cogn. Neurosci.},
volume = {35},
number = {9},
pages = {1508--1520},
year = {2023},
url = {https://doi.org/10.1162/jocn\_a\_02025},
doi = {10.1162/JOCN\_A\_02025},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/FanBSDPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/HennigPYLUG23,
author = {Jay A. Hennig and
Sandra A. Romero Pinto and
Takahiro Yamaguchi and
Scott W. Linderman and
Naoshige Uchida and
Samuel J. Gershman},
title = {Emergence of belief-like representations through reinforcement learning},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {9},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1011067},
doi = {10.1371/JOURNAL.PCBI.1011067},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/HennigPYLUG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/OrchinikDGPB23,
author = {Reed Orchinik and
Rachit Dubey and
Samuel Gershman and
Derek Powell and
Rahul Bhui},
editor = {Micah B. Goldwater and
Florencia K. Anggoro and
Brett K. Hayes and
Desmond C. Ong},
title = {Learning About Scientists from Climate Consensus Messaging},
booktitle = {Proceedings of the 45th Annual Meeting of the Cognitive Science Society,
CogSci 2023, Sydney, NSW, Australia, July 26-29, 2023},
publisher = {cognitivesciencesociety.org},
year = {2023},
url = {https://escholarship.org/uc/item/0x36617d},
timestamp = {Thu, 02 May 2024 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/OrchinikDGPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/StrittmatterSRG23,
author = {Younes Strittmatter and
Markus Spitzer and
Miguel Ruiz{-}Garcia and
Samuel Gershman and
Sebastian Musslick},
editor = {Micah B. Goldwater and
Florencia K. Anggoro and
Brett K. Hayes and
Desmond C. Ong},
title = {Does a Curriculum Improve Perceptual Decision Making?},
booktitle = {Proceedings of the 45th Annual Meeting of the Cognitive Science Society,
CogSci 2023, Sydney, NSW, Australia, July 26-29, 2023},
publisher = {cognitivesciencesociety.org},
year = {2023},
url = {https://escholarship.org/uc/item/83k5786c},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/StrittmatterSRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuBSG23,
author = {Changmin Yu and
Neil Burgess and
Maneesh Sahani and
Samuel J. Gershman},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Successor-Predecessor Intrinsic Exploration},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e6f2b968c4ee8ba260cd7077e39590dd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuBSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15277,
author = {Changmin Yu and
Neil Burgess and
Maneesh Sahani and
Sam Gershman},
title = {Successor-Predecessor Intrinsic Exploration},
journal = {CoRR},
volume = {abs/2305.15277},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15277},
doi = {10.48550/ARXIV.2305.15277},
eprinttype = {arXiv},
eprint = {2305.15277},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06110,
author = {Tanishq Kumar and
Blake Bordelon and
Samuel J. Gershman and
Cengiz Pehlevan},
title = {Grokking as the Transition from Lazy to Rich Training Dynamics},
journal = {CoRR},
volume = {abs/2310.06110},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06110},
doi = {10.48550/ARXIV.2310.06110},
eprinttype = {arXiv},
eprint = {2310.06110},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03759,
author = {Marcel Binz and
Stephan Alaniz and
Adina Roskies and
Balazs Aczel and
Carl T. Bergstrom and
Colin Allen and
Daniel Schad and
Dirk Wulff and
Jevin D. West and
Qiong Zhang and
Richard M. Shiffrin and
Samuel J. Gershman and
Ven Popov and
Emily M. Bender and
Marco Marelli and
Matthew M. Botvinick and
Zeynep Akata and
Eric Schulz},
title = {How should the advent of large language models affect the practice
of science?},
journal = {CoRR},
volume = {abs/2312.03759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03759},
doi = {10.48550/ARXIV.2312.03759},
eprinttype = {arXiv},
eprint = {2312.03759},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08519,
author = {Qihong Lu and
Tan T. Nguyen and
Qiong Zhang and
Uri Hasson and
Thomas L. Griffiths and
Jeffrey M. Zacks and
Samuel J. Gershman and
Kenneth A. Norman},
title = {Toward a More Biologically Plausible Neural Network Model of Latent
Cause Inference},
journal = {CoRR},
volume = {abs/2312.08519},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08519},
doi = {10.48550/ARXIV.2312.08519},
eprinttype = {arXiv},
eprint = {2312.08519},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/McNameeSBG22,
author = {Daniel C. McNamee and
Kimberly L. Stachenfeld and
Matthew M. Botvinick and
Samuel J. Gershman},
title = {Compositional Sequence Generation in the Entorhinal-Hippocampal System},
journal = {Entropy},
volume = {24},
number = {12},
pages = {1791},
year = {2022},
url = {https://doi.org/10.3390/e24121791},
doi = {10.3390/E24121791},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/McNameeSBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/BatesG22,
author = {Christopher Bates and
Samuel Gershman},
editor = {Jennifer Culbertson and
Hugh Rabagliati and
Ver{\'{o}}nica C. Ramenzoni and
Andrew Perfors},
title = {Coding Strategies in Memory for 3D Objects: The Influence of Task
Uncertainty},
booktitle = {Proceedings of the 44th Annual Meeting of the Cognitive Science Society,
CogSci 2022, Toronto, ON, Canada, July 27-30, 2022},
publisher = {cognitivesciencesociety.org},
year = {2022},
url = {https://escholarship.org/uc/item/5767z704},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/BatesG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/SosaGU22,
author = {Felix A. Sosa and
Samuel Gershman and
Tomer D. Ullman},
editor = {Jennifer Culbertson and
Hugh Rabagliati and
Ver{\'{o}}nica C. Ramenzoni and
Andrew Perfors},
title = {Combining mental simulation and abstract reasoning explains people's
reaction time in an intuitive physics task},
booktitle = {Proceedings of the 44th Annual Meeting of the Cognitive Science Society,
CogSci 2022, Toronto, ON, Canada, July 27-30, 2022},
publisher = {cognitivesciencesociety.org},
year = {2022},
url = {https://escholarship.org/uc/item/3hj1q2gx},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/SosaGU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001CHENGT22,
author = {Tuan Anh Le and
Katherine M. Collins and
Luke Hewitt and
Kevin Ellis and
Siddharth Narayanaswamy and
Samuel Gershman and
Joshua B. Tenenbaum},
title = {Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous
Interface},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=auOPcdAcoy},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001CHENGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/PouncyTG21,
author = {Thomas Pouncy and
Pedro Tsividis and
Samuel J. Gershman},
title = {What Is the Model in Model-Based Planning?},
journal = {Cogn. Sci.},
volume = {45},
number = {1},
year = {2021},
url = {https://doi.org/10.1111/cogs.12928},
doi = {10.1111/COGS.12928},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/PouncyTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GershmanGC21,
author = {Samuel J. Gershman and
Marc Guitart{-}Masip and
James F. Cavanagh},
title = {Neural signatures of arbitration between Pavlovian and instrumental
action selection},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {2},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008553},
doi = {10.1371/JOURNAL.PCBI.1008553},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GershmanGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MikhaelLG21,
author = {John G. Mikhael and
Lucy Lai and
Samuel J. Gershman},
title = {Rational inattention and tonic dopamine},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {3},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008659},
doi = {10.1371/JOURNAL.PCBI.1008659},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MikhaelLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangMGW21,
author = {Ruocheng Wang and
Jiayuan Mao and
Samuel Gershman and
Jiajun Wu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Language-Mediated, Object-Centric Representation Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {2033--2046},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.179},
doi = {10.18653/V1/2021.FINDINGS-ACL.179},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangMGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhattasaliTG21,
author = {Nikhil X. Bhattasali and
Momchil S. Tomov and
Samuel J. Gershman},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {CCNLab: {A} Benchmarking Framework for Computational Cognitive Neuroscience},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/33e75ff09dd601bbe69f351039152189-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhattasaliTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06393,
author = {Tuan Anh Le and
Katherine M. Collins and
Luke Hewitt and
Kevin Ellis and
N. Siddharth and
Samuel J. Gershman and
Joshua B. Tenenbaum},
title = {Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous
Interface},
journal = {CoRR},
volume = {abs/2107.06393},
year = {2021},
url = {https://arxiv.org/abs/2107.06393},
eprinttype = {arXiv},
eprint = {2107.06393},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12544,
author = {Pedro A. Tsividis and
Jo{\~{a}}o Loula and
Jake Burga and
Nathan Foss and
Andres Campero and
Thomas Pouncy and
Samuel J. Gershman and
Joshua B. Tenenbaum},
title = {Human-Level Reinforcement Learning through Theory-Based Modeling,
Exploration, and Planning},
journal = {CoRR},
volume = {abs/2107.12544},
year = {2021},
url = {https://arxiv.org/abs/2107.12544},
eprinttype = {arXiv},
eprint = {2107.12544},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/DasguptaGGG20,
author = {Ishita Dasgupta and
Demi Guo and
Samuel J. Gershman and
Noah D. Goodman},
title = {Analyzing Machine-Learned Representations: {A} Natural Language Case
Study},
journal = {Cogn. Sci.},
volume = {44},
number = {12},
year = {2020},
url = {https://doi.org/10.1111/cogs.12925},
doi = {10.1111/COGS.12925},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/DasguptaGGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/TomovYKYG20,
author = {Momchil S. Tomov and
Samyukta Yagati and
Agni Kumar and
Wanqian Yang and
Samuel J. Gershman},
title = {Discovery of hierarchical representations for efficient planning},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {4},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1007594},
doi = {10.1371/JOURNAL.PCBI.1007594},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/TomovYKYG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/Kleiman-WeinerS20,
author = {Max Kleiman{-}Weiner and
Felix Sosa and
Bill Thompson and
Sebastiaan van Opheusden and
Tom Griffiths and
Samuel Gershman and
Fiery Cushman},
editor = {Stephanie Denison and
Michael L. Mack and
Yang Xu and
Blair C. Armstrong},
title = {Downloading Culture.zip: Social learning by program induction},
booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society
- Developing a Mind: Learning in Humans, Animals, and Machines, CogSci
2020, virtual, July 29 - August 1, 2020},
publisher = {cognitivesciencesociety.org},
year = {2020},
url = {https://cogsci.mindmodeling.org/2020/papers/0365/index.html},
timestamp = {Thu, 25 Apr 2024 16:58:16 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/Kleiman-WeinerS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15814,
author = {Ruocheng Wang and
Jiayuan Mao and
Samuel J. Gershman and
Jiajun Wu},
title = {Language-Mediated, Object-Centric Representation Learning},
journal = {CoRR},
volume = {abs/2012.15814},
year = {2020},
url = {https://arxiv.org/abs/2012.15814},
eprinttype = {arXiv},
eprint = {2012.15814},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/Gershman19,
author = {Samuel J. Gershman},
title = {The Generative Adversarial Brain},
journal = {Frontiers Artif. Intell.},
volume = {2},
pages = {18},
year = {2019},
url = {https://doi.org/10.3389/frai.2019.00018},
doi = {10.3389/FRAI.2019.00018},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/Gershman19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TiganjGSH19,
author = {Zoran Tiganj and
Samuel J. Gershman and
Per B. Sederberg and
Marc W. Howard},
title = {Estimating Scale-Invariant Future in Continuous Time},
journal = {Neural Comput.},
volume = {31},
number = {4},
year = {2019},
url = {https://doi.org/10.1162/neco\_a\_01171},
doi = {10.1162/NECO\_A\_01171},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TiganjGSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topics/CushmanG19,
author = {Fiery Cushman and
Samuel Gershman},
title = {Editors' Introduction: Computational Approaches to Social Cognition},
journal = {Top. Cogn. Sci.},
volume = {11},
number = {2},
pages = {281--298},
year = {2019},
url = {https://doi.org/10.1111/tops.12424},
doi = {10.1111/TOPS.12424},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topics/CushmanG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/LiuCGKS19,
author = {Shari Liu and
Fiery Cushman and
Samuel Gershman and
Wouter Kool and
Elizabeth S. Spelke},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Hard choices: Children's understanding of the cost of action selection},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {671--6677},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0133/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:09 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/LiuCGKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/WuSG19,
author = {Charley M. Wu and
Eric Schulz and
Samuel Gershman},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Generalization as diffusion: human function learning on graphs},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {3122--3128},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0525/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/WuSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/Kleiman-WeinerS19,
author = {Max Kleiman{-}Weiner and
Felix Sosa and
Samuel Gershman and
Fiery Cushman},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Downloading Culture.zip: Social learning by program induction with
execution traces},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {3495},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0803/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/Kleiman-WeinerS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/LageCHNKGD19,
author = {Isaac Lage and
Emily Chen and
Jeffrey He and
Menaka Narayanan and
Been Kim and
Samuel J. Gershman and
Finale Doshi{-}Velez},
editor = {Edith Law and
Jennifer Wortman Vaughan},
title = {Human Evaluation of Models Built for Interpretability},
booktitle = {Proceedings of the Seventh {AAAI} Conference on Human Computation
and Crowdsourcing, {HCOMP} 2019, Stevenson, WA, USA, October 28-30,
2019},
pages = {59--67},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/hcomp.v7i1.5280},
doi = {10.1609/HCOMP.V7I1.5280},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/LageCHNKGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00006,
author = {Isaac Lage and
Emily Chen and
Jeffrey He and
Menaka Narayanan and
Been Kim and
Sam Gershman and
Finale Doshi{-}Velez},
title = {An Evaluation of the Human-Interpretability of Explanation},
journal = {CoRR},
volume = {abs/1902.00006},
year = {2019},
url = {http://arxiv.org/abs/1902.00006},
eprinttype = {arXiv},
eprint = {1902.00006},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05885,
author = {Ishita Dasgupta and
Demi Guo and
Samuel J. Gershman and
Noah D. Goodman},
title = {Analyzing machine-learned representations: {A} natural language case
study},
journal = {CoRR},
volume = {abs/1909.05885},
year = {2019},
url = {http://arxiv.org/abs/1909.05885},
eprinttype = {arXiv},
eprint = {1909.05885},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/KoolGC18,
author = {Wouter Kool and
Samuel J. Gershman and
Fiery Cushman},
title = {Planning Complexity Registers as a Cost in Metacontrol},
journal = {J. Cogn. Neurosci.},
volume = {30},
number = {10},
year = {2018},
url = {https://doi.org/10.1162/jocn\_a\_01263},
doi = {10.1162/JOCN\_A\_01263},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/KoolGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/MillnerGNO18,
author = {Alexander J. Millner and
Samuel J. Gershman and
Matthew K. Nock and
Hanneke E. M. den Ouden},
title = {Pavlovian Control of Escape and Avoidance},
journal = {J. Cogn. Neurosci.},
volume = {30},
number = {10},
year = {2018},
url = {https://doi.org/10.1162/jocn\_a\_01224},
doi = {10.1162/JOCN\_A\_01224},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/MillnerGNO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/BaumannSKGH18,
author = {Christiane Baumann and
Henrik Singmann and
Vassilios E. Kaxiras and
Samuel Gershman and
Bettina von Helversen},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Explaining Human Decision Making in Optimal Stopping Tasks},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0262/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:20 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/BaumannSKGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/DasguptaGSGG18,
author = {Ishita Dasgupta and
Demi Guo and
Andreas Stuhlm{\"{u}}ller and
Samuel Gershman and
Noah D. Goodman},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Evaluating Compositionality in Sentence Embeddings},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0307/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/DasguptaGSGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/DasguptaSSTG18,
author = {Ishita Dasgupta and
Kevin A. Smith and
Eric Schulz and
Josh Tenenbaum and
Samuel Gershman},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Learning to act by integrating mental simulations and physical experiments},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0071/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/DasguptaSSTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/SosaUGTG18,
author = {Felix Sosa and
Tomer D. Ullman and
Samuel Gershman and
Josh Tenenbaum and
Tobias Gerstenberg},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Moral Dynamics: {A} Computational Model of Moral Judgment},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0692/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/SosaUGTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LageRGKD18,
author = {Isaac Lage and
Andrew Slavin Ross and
Samuel J. Gershman and
Been Kim and
Finale Doshi{-}Velez},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Human-in-the-Loop Interpretability Prior},
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 = {10180--10189},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0a7d83f084ec258aefd128569dda03d7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LageRGKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00682,
author = {Menaka Narayanan and
Emily Chen and
Jeffrey He and
Been Kim and
Sam Gershman and
Finale Doshi{-}Velez},
title = {How do Humans Understand Explanations from Machine Learning Systems?
An Evaluation of the Human-Interpretability of Explanation},
journal = {CoRR},
volume = {abs/1802.00682},
year = {2018},
url = {http://arxiv.org/abs/1802.00682},
eprinttype = {arXiv},
eprint = {1802.00682},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04302,
author = {Ishita Dasgupta and
Demi Guo and
Andreas Stuhlm{\"{u}}ller and
Samuel J. Gershman and
Noah D. Goodman},
title = {Evaluating Compositionality in Sentence Embeddings},
journal = {CoRR},
volume = {abs/1802.04302},
year = {2018},
url = {http://arxiv.org/abs/1802.04302},
eprinttype = {arXiv},
eprint = {1802.04302},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06426,
author = {Zoran Tiganj and
Samuel J. Gershman and
Per B. Sederberg and
Marc W. Howard},
title = {Estimating scale-invariant future in continuous time},
journal = {CoRR},
volume = {abs/1802.06426},
year = {2018},
url = {http://arxiv.org/abs/1802.06426},
eprinttype = {arXiv},
eprint = {1802.06426},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11571,
author = {Isaac Lage and
Andrew Slavin Ross and
Been Kim and
Samuel J. Gershman and
Finale Doshi{-}Velez},
title = {Human-in-the-Loop Interpretability Prior},
journal = {CoRR},
volume = {abs/1805.11571},
year = {2018},
url = {http://arxiv.org/abs/1805.11571},
eprinttype = {arXiv},
eprint = {1805.11571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SaeediKMG17,
author = {Ardavan Saeedi and
Tejas D. Kulkarni and
Vikash K. Mansinghka and
Samuel J. Gershman},
title = {Variational Particle Approximations},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {69:1--69:29},
year = {2017},
url = {https://jmlr.org/papers/v18/15-615.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SaeediKMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/GershmanZK17,
author = {Samuel J. Gershman and
Jimmy Zhou and
Cody Kommers},
title = {Imaginative Reinforcement Learning: Computational Principles and Neural
Mechanisms},
journal = {J. Cogn. Neurosci.},
volume = {29},
number = {12},
year = {2017},
url = {https://doi.org/10.1162/jocn\_a\_01170},
doi = {10.1162/JOCN\_A\_01170},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/GershmanZK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Gershman17,
author = {Samuel J. Gershman},
title = {Dopamine, Inference, and Uncertainty},
journal = {Neural Comput.},
volume = {29},
number = {12},
year = {2017},
url = {https://doi.org/10.1162/neco\_a\_01023},
doi = {10.1162/NECO\_A\_01023},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Gershman17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/RussekMBGD17,
author = {Evan M. Russek and
Ida Momennejad and
Matthew M. Botvinick and
Samuel J. Gershman and
Nathaniel D. Daw},
title = {Predictive representations can link model-based reinforcement learning
to model-free mechanisms},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {9},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005768},
doi = {10.1371/JOURNAL.PCBI.1005768},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/RussekMBGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/TsividisPXTG17,
author = {Pedro Tsividis and
Thomas Pouncy and
Jaqueline L. Xu and
Joshua B. Tenenbaum and
Samuel J. Gershman},
title = {Human Learning in Atari},
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/15280},
timestamp = {Tue, 13 Nov 2018 17:37:21 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/TsividisPXTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/DasguptaSGG17,
author = {Ishita Dasgupta and
Eric Schulz and
Noah D. Goodman and
Samuel J. Gershman},
editor = {Glenn Gunzelmann and
Andrew Howes and
Thora Tenbrink and
Eddy J. Davelaar},
title = {Amortized Hypothesis Generation},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society,
CogSci 2017, London, UK, 16-29 July 2017},
publisher = {cognitivesciencesociety.org},
year = {2017},
url = {https://mindmodeling.org/cogsci2017/papers/0364/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/DasguptaSGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01134,
author = {Finale Doshi{-}Velez and
Mason Kortz and
Ryan Budish and
Chris Bavitz and
Sam Gershman and
David O'Brien and
Stuart Schieber and
James Waldo and
David Weinberger and
Alexandra Wood},
title = {Accountability of {AI} Under the Law: The Role of Explanation},
journal = {CoRR},
volume = {abs/1711.01134},
year = {2017},
url = {http://arxiv.org/abs/1711.01134},
eprinttype = {arXiv},
eprint = {1711.01134},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/KoolCG16,
author = {Wouter Kool and
Fiery Cushman and
Samuel J. Gershman},
title = {When Does Model-Based Control Pay Off?},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {8},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1005090},
doi = {10.1371/JOURNAL.PCBI.1005090},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/KoolCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BatmanghelichSN16,
author = {Kayhan N. Batmanghelich and
Ardavan Saeedi and
Karthik Narasimhan and
Samuel Gershman},
title = {Nonparametric Spherical Topic Modeling with Word Embeddings},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2087},
doi = {10.18653/V1/P16-2087},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BatmanghelichSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/UllmanSTG16,
author = {Tomer D. Ullman and
Max H. Siegel and
Josh Tenenbaum and
Samuel Gershman},
editor = {Anna Papafragou and
Daniel Grodner and
Daniel Mirman and
John C. Trueswell},
title = {Coalescing the Vapors of Human Experience into a Viable and Meaningful
Comprehension},
booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
Recognizing and Representing Events, CogSci 2016, Philadelphia, PA,
USA, August 10-13, 2016},
publisher = {cognitivesciencesociety.org},
year = {2016},
url = {https://mindmodeling.org/cogsci2016/papers/0264/index.html},
timestamp = {Thu, 18 Apr 2024 13:03:08 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/UllmanSTG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchulzTDSG16,
author = {Eric Schulz and
Josh Tenenbaum and
David Duvenaud and
Maarten Speekenbrink and
Samuel J. Gershman},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Probing the Compositionality of Intuitive Functions},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3729--3737},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/49ad23d1ec9fa4bd8d77d02681df5cfa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchulzTDSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BatmanghelichSN16,
author = {Kayhan N. Batmanghelich and
Ardavan Saeedi and
Karthik Narasimhan and
Samuel Gershman},
title = {Nonparametric Spherical Topic Modeling with Word Embeddings},
journal = {CoRR},
volume = {abs/1604.00126},
year = {2016},
url = {http://arxiv.org/abs/1604.00126},
eprinttype = {arXiv},
eprint = {1604.00126},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BatmanghelichSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LakeUTG16,
author = {Brenden M. Lake and
Tomer D. Ullman and
Joshua B. Tenenbaum and
Samuel J. Gershman},
title = {Building Machines That Learn and Think Like People},
journal = {CoRR},
volume = {abs/1604.00289},
year = {2016},
url = {http://arxiv.org/abs/1604.00289},
eprinttype = {arXiv},
eprint = {1604.00289},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LakeUTG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KulkarniSGG16,
author = {Tejas D. Kulkarni and
Ardavan Saeedi and
Simanta Gautam and
Samuel J. Gershman},
title = {Deep Successor Reinforcement Learning},
journal = {CoRR},
volume = {abs/1606.02396},
year = {2016},
url = {http://arxiv.org/abs/1606.02396},
eprinttype = {arXiv},
eprint = {1606.02396},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KulkarniSGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GershmanFB15,
author = {Samuel Gershman and
Peter I. Frazier and
David M. Blei},
title = {Distance Dependent Infinite Latent Feature Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {2},
pages = {334--345},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2321387},
doi = {10.1109/TPAMI.2014.2321387},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GershmanFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/Gershman15,
author = {Samuel J. Gershman},
title = {A Unifying Probabilistic View of Associative Learning},
journal = {PLoS Comput. Biol.},
volume = {11},
number = {11},
year = {2015},
url = {https://doi.org/10.1371/journal.pcbi.1004567},
doi = {10.1371/JOURNAL.PCBI.1004567},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/Gershman15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topics/GershmanN15,
author = {Samuel J. Gershman and
Yael Niv},
title = {Novelty and Inductive Generalization in Human Reinforcement Learning},
journal = {Top. Cogn. Sci.},
volume = {7},
number = {3},
pages = {391--415},
year = {2015},
url = {https://doi.org/10.1111/tops.12138},
doi = {10.1111/TOPS.12138},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topics/GershmanN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GershmanT15,
author = {Samuel Gershman and
Joshua B. Tenenbaum},
editor = {David C. Noelle and
Rick Dale and
Anne S. Warlaumont and
Jeff Yoshimi and
Teenie Matlock and
Carolyn D. Jennings and
Paul P. Maglio},
title = {Phrase similarity in humans and machines},
booktitle = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society,
CogSci 2015, Pasadena, California, USA, July 22-25, 2015},
publisher = {cognitivesciencesociety.org},
year = {2015},
url = {https://mindmodeling.org/cogsci2015/papers/0141/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:49 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/GershmanT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/SchulzTRSG15,
author = {Eric Schulz and
Joshua B. Tenenbaum and
David N. Reshef and
Maarten Speekenbrink and
Samuel Gershman},
editor = {David C. Noelle and
Rick Dale and
Anne S. Warlaumont and
Jeff Yoshimi and
Teenie Matlock and
Carolyn D. Jennings and
Paul P. Maglio},
title = {Assessing the Perceived Predictability of Functions},
booktitle = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society,
CogSci 2015, Pasadena, California, USA, July 22-25, 2015},
publisher = {cognitivesciencesociety.org},
year = {2015},
url = {https://mindmodeling.org/cogsci2015/papers/0365/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/SchulzTRSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Gershman14,
author = {Samuel Gershman},
title = {Dopamine Ramps Are a Consequence of Reward Prediction Errors},
journal = {Neural Comput.},
volume = {26},
number = {3},
pages = {467--471},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00559},
doi = {10.1162/NECO\_A\_00559},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Gershman14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GershmanBNS14,
author = {Samuel Gershman and
David M. Blei and
Kenneth A. Norman and
Per B. Sederberg},
title = {Decomposing spatiotemporal brain patterns into topographic latent
sources},
journal = {NeuroImage},
volume = {98},
pages = {91--102},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.04.055},
doi = {10.1016/J.NEUROIMAGE.2014.04.055},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/GershmanBNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GershmanRNN14,
author = {Samuel Gershman and
Angela Radulescu and
Kenneth A. Norman and
Yael Niv},
title = {Statistical Computations Underlying the Dynamics of Memory Updating},
journal = {PLoS Comput. Biol.},
volume = {10},
number = {11},
year = {2014},
url = {https://doi.org/10.1371/journal.pcbi.1003939},
doi = {10.1371/JOURNAL.PCBI.1003939},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GershmanRNN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GershmanG14,
author = {Samuel Gershman and
Noah D. Goodman},
editor = {Paul Bello and
Marcello Guarini and
Marjorie McShane and
Brian Scassellati},
title = {Amortized Inference in Probabilistic Reasoning},
booktitle = {Proceedings of the 36th Annual Meeting of the Cognitive Science Society,
CogSci 2014, Quebec City, Canada, July 23-26, 2014},
publisher = {cognitivesciencesociety.org},
year = {2014},
url = {https://escholarship.org/uc/item/34j1h7k5},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/GershmanG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/TsividisGTS14,
author = {Pedro Tsividis and
Samuel Gershman and
Joshua B. Tenenbaum and
Laura Schulz},
editor = {Paul Bello and
Marcello Guarini and
Marjorie McShane and
Brian Scassellati},
title = {Information Selection in Noisy Environments with Large Action Spaces},
booktitle = {Proceedings of the 36th Annual Meeting of the Cognitive Science Society,
CogSci 2014, Quebec City, Canada, July 23-26, 2014},
publisher = {cognitivesciencesociety.org},
year = {2014},
url = {https://escholarship.org/uc/item/01s3b3hc},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/TsividisGTS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StachenfeldBG14,
author = {Kimberly L. Stachenfeld and
Matthew M. Botvinick and
Samuel Gershman},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Design Principles of the Hippocampal Cognitive Map},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2528--2536},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/dfd7468ac613286cdbb40872c8ef3b06-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/StachenfeldBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/cn/Gershman14,
author = {Samuel J. Gershman},
editor = {Dieter Jaeger and
Ranu Jung},
title = {Behavioural Analysis, Bayesian},
booktitle = {Encyclopedia of Computational Neuroscience},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-7320-6\_446-1},
doi = {10.1007/978-1-4614-7320-6\_446-1},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/cn/Gershman14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/cn/Gershman14a,
author = {Samuel J. Gershman},
editor = {Dieter Jaeger and
Ranu Jung},
title = {Computation with Dopaminergic Modulation},
booktitle = {Encyclopedia of Computational Neuroscience},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-7320-6\_631-3},
doi = {10.1007/978-1-4614-7320-6\_631-3},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/cn/Gershman14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KulkarniSG14,
author = {Tejas D. Kulkarni and
Ardavan Saeedi and
Samuel Gershman},
title = {Variational Particle Approximations},
journal = {CoRR},
volume = {abs/1402.5715},
year = {2014},
url = {http://arxiv.org/abs/1402.5715},
eprinttype = {arXiv},
eprint = {1402.5715},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KulkarniSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GershmanML14,
author = {Samuel Gershman and
Ahmed A. Moustafa and
Elliot A. Ludvig},
title = {Time representation in reinforcement learning models of the basal
ganglia},
journal = {Frontiers Comput. Neurosci.},
volume = {7},
pages = {194},
year = {2013},
url = {https://doi.org/10.3389/fncom.2013.00194},
doi = {10.3389/FNCOM.2013.00194},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GershmanML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/ChristakouGNSBR13,
author = {Anastasia Christakou and
Samuel Gershman and
Yael Niv and
Andrew Simmons and
Mick Brammer and
Katya Rubia},
title = {Neural and Psychological Maturation of Decision-making in Adolescence
and Young Adulthood},
journal = {J. Cogn. Neurosci.},
volume = {25},
number = {11},
pages = {1807--1823},
year = {2013},
url = {https://doi.org/10.1162/jocn\_a\_00447},
doi = {10.1162/JOCN\_A\_00447},
timestamp = {Wed, 23 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/ChristakouGNSBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GershmanJT13,
author = {Samuel Gershman and
Frank J{\"{a}}kel and
Joshua B. Tenenbaum},
editor = {Markus Knauff and
Michael Pauen and
Natalie Sebanz and
Ipke Wachsmuth},
title = {Bayesian vector analysis and the perception of hierarchical motion},
booktitle = {Proceedings of the 35th Annual Meeting of the Cognitive Science Society,
CogSci 2013, Berlin, Germany, July 31 - August 3, 2013},
publisher = {cognitivesciencesociety.org},
year = {2013},
url = {https://escholarship.org/uc/item/9fm7g6jp},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/GershmanJT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GershmanTPBD13,
author = {Samuel Gershman and
Joshua B. Tenenbaum and
Alexandre Pouget and
Matthew M. Botvinick and
Peter Dayan},
editor = {Markus Knauff and
Michael Pauen and
Natalie Sebanz and
Ipke Wachsmuth},
title = {Structured cognitive representations and complex inference in neural
systems},
booktitle = {Proceedings of the 35th Annual Meeting of the Cognitive Science Society,
CogSci 2013, Berlin, Germany, July 31 - August 3, 2013},
publisher = {cognitivesciencesociety.org},
year = {2013},
url = {https://escholarship.org/uc/item/7zg3346h},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/GershmanTPBD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GershmanVT12,
author = {Samuel Gershman and
Edward Vul and
Joshua B. Tenenbaum},
title = {Multistability and Perceptual Inference},
journal = {Neural Comput.},
volume = {24},
number = {1},
pages = {1--24},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00226},
doi = {10.1162/NECO\_A\_00226},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GershmanVT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GershmanMTNS12,
author = {Samuel Gershman and
Christopher D. Moore and
Michael T. Todd and
Kenneth A. Norman and
Per B. Sederberg},
title = {The Successor Representation and Temporal Context},
journal = {Neural Comput.},
volume = {24},
number = {6},
pages = {1553--1568},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00282},
doi = {10.1162/NECO\_A\_00282},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GershmanMTNS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GershmanHB12,
author = {Samuel Gershman and
Matthew D. Hoffman and
David M. Blei},
title = {Nonparametric variational inference},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/360.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GershmanHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4665,
author = {Samuel Gershman and
Matthew D. Hoffman and
David M. Blei},
title = {Nonparametric variational inference},
journal = {CoRR},
volume = {abs/1206.4665},
year = {2012},
url = {http://arxiv.org/abs/1206.4665},
eprinttype = {arXiv},
eprint = {1206.4665},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GershmanBPN11,
author = {Samuel Gershman and
David M. Blei and
Francisco Pereira and
Kenneth A. Norman},
title = {A topographic latent source model for fMRI data},
journal = {NeuroImage},
volume = {57},
number = {1},
pages = {89--100},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2011.04.042},
doi = {10.1016/J.NEUROIMAGE.2011.04.042},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/GershmanBPN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/OttoKLGNWMHBS11,
author = {A. Ross Otto and
W. Bradley Knox and
Bradley C. Love and
Samuel Gershman and
Yael Niv and
Darrell A. Worthy and
W. Todd Maddox and
Jared M. Hotaling and
Jerome R. Busemeyer and
Richard M. Shiffrin},
editor = {Laura A. Carlson and
Christoph H{\"{o}}lscher and
Thomas F. Shipley},
title = {Computational, Neuroscientific, and Lifespan Perspectives on the Exploration-Exploitation
Dilemma},
booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
publisher = {cognitivesciencesociety.org},
year = {2011},
url = {https://mindmodeling.org/cogsci2011/papers/0612/index.html},
timestamp = {Wed, 17 Apr 2024 12:44:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/OttoKLGNWMHBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GershmanW10,
author = {Samuel Gershman and
Robert Wilson},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {The Neural Costs of Optimal Control},
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 = {712--720},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/8a0e1141fd37fa5b98d5bb769ba1a7cc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GershmanW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GershmanVT09,
author = {Samuel Gershman and
Ed Vul and
Joshua B. Tenenbaum},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Perceptual Multistability as Markov Chain Monte Carlo Inference},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {611--619},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/692f93be8c7a41525c0baf2076aecfb4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GershmanVT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherGPSBN09,
author = {Richard Socher and
Samuel Gershman and
Adler J. Perotte and
Per B. Sederberg and
David M. Blei and
Kenneth A. Norman},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {A Bayesian Analysis of Dynamics in Free Recall},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1714--1722},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/efe937780e95574250dabe07151bdc23-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SocherGPSBN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
