Thomas L. Griffiths

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Joshua B. TenenbaumMITVerified email at mit.edu
Falk LiederUCLA, Asst. Prof. of PsychologyVerified email at psych.ucla.edu
Mark SteyversUniversity of California, IrvineVerified email at uci.edu
Joshua C. PetersonBoston UniversityVerified email at bu.edu
Alison GOPNIKProfessor of Psychology, BerkeleyVerified email at berkeley.edu
Noah D. GoodmanStanford UniversityVerified email at stanford.edu
Frederick CallawayPostdoc in Psychology, NYU & HarvardVerified email at nyu.edu
Charles KempMelbourne School of Psychological SciencesVerified email at unimelb.edu.au
Christopher G. LucasUniversity of EdinburghVerified email at ed.ac.uk
Adam SanbornProfessor, Department of Psychology, University of WarwickVerified email at warwick.ac.uk
Mark HoAssistant Professor, New York UniversityVerified email at nyu.edu
Jordan William SuchowStevens Institute of TechnologyVerified email at stevens.edu
Joseph AusterweilAssociate Professor at University of Wisconsin-MadisonVerified email at wisc.edu
Mike KalishSyracuse UniversityVerified email at syr.edu
Jonathan D. CohenProfessor of NeuroscienceVerified email at princeton.edu
Anna RaffertyAssistant Professor, Carleton CollegeVerified email at carleton.edu
Erin GrantSenior Research Fellow, University College LondonVerified email at ucl.ac.uk
Theodore SumersAnthropicVerified email at anthropic.com
Sharon GoldwaterSchool of Informatics, University of EdinburghVerified email at inf.ed.ac.uk
Joshua T. AbbottAdobeVerified email at adobe.com

Thomas L. Griffiths

Professor of Psychology and Computer Science, Princeton University

Verified email at princeton.edu - Homepage

Computational Models of Cognition Cognitive Science Machine Learning Cognitive Psychology Bayesian Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finding Scientific Topics TL Griffiths PNAS, 2004	8881	2004
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis, 439-460, 2007	2626	2007
How to grow a mind: Statistics, structure, and abstraction JB Tenenbaum, C Kemp, TL Griffiths, ND Goodman science 331 (6022), 1279-1285, 2011	2215	2011
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012	2211	2012
Tree of thoughts: Deliberate problem solving with large language models S Yao, D Yu, J Zhao, I Shafran, T Griffiths, Y Cao, K Narasimhan Advances in Neural Information Processing Systems 36, 2024	1991	2024
Natural speech reveals the semantic maps that tile human cerebral cortex AG Huth, WA De Heer, TL Griffiths, FE Theunissen, JL Gallant Nature 532 (7600), 453-458, 2016	1800	2016
Hierarchical topic models and the nested Chinese restaurant process T Griffiths, M Jordan, J Tenenbaum, D Blei Advances in neural information processing systems 16, 2003	1588	2003
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007	1475	2007
Theory-based Bayesian models of inductive learning and reasoning JB Tenenbaum, TL Griffiths, C Kemp Trends in cognitive sciences 10 (7), 309-318, 2006	1176	2006
Toward a rational and mechanistic account of mental effort A Shenhav, S Musslick, F Lieder, W Kool, TL Griffiths, JD Cohen, ... Annual review of neuroscience 40 (1), 99-124, 2017	1112	2017
Generalization, similarity, and Bayesian inference JB Tenenbaum, TL Griffiths Behavioral and brain sciences 24 (4), 629-640, 2001	1003	2001
Infinite latent feature models and the Indian buffet process Z Ghahramani, T Griffiths Advances in neural information processing systems 18, 2005	969	2005
Learning systems of concepts with an infinite relational model C Kemp, JB Tenenbaum, TL Griffiths, T Yamada, N Ueda AAAI 3, 5, 2006	963	2006
The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies DM Blei, TL Griffiths, MI Jordan Journal of the ACM (JACM) 57 (2), 1-30, 2010	930	2010
Probabilistic models of cognition: Exploring representations and inductive biases TL Griffiths, N Chater, C Kemp, A Perfors, JB Tenenbaum Trends in cognitive sciences 14 (8), 357-364, 2010	898	2010
Probabilistic author-topic models for information discovery M Steyvers, P Smyth, M Rosen-Zvi, T Griffiths Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	885	2004
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources F Lieder, TL Griffiths Behavioral and brain sciences 43, e1, 2020	796	2020
Optimal predictions in everyday cognition TL Griffiths, JB Tenenbaum Psychological science 17 (9), 767-773, 2006	796	2006
Structure and strength in causal induction TL Griffiths, JB Tenenbaum Cognitive psychology 51 (4), 334-384, 2005	789	2005
Bayesian models of cognition T L Griffiths, C Kemp, J B Tenenbaum Carnegie Mellon University, 2008	786	2008

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