Thomas L. Griffiths
Thomas L. Griffiths
Professor of Psychology and Computer Science, Princeton University
Verified email at - Homepage
Cited by
Cited by
Finding scientific topics
TL Griffiths, M Steyvers
Proceedings of the National academy of Sciences 101 (suppl_1), 5228-5235, 2004
Probabilistic topic models
M Steyvers, T Griffiths
Handbook of latent semantic analysis, 439-460, 2007
The author-topic model for authors and documents
M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth
arXiv preprint arXiv:1207.4169, 2012
How to grow a mind: Statistics, structure, and abstraction
JB Tenenbaum, C Kemp, TL Griffiths, ND Goodman
science 331 (6022), 1279-1285, 2011
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
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
Topics in semantic representation.
TL Griffiths, M Steyvers, JB Tenenbaum
Psychological review 114 (2), 211, 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
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
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
Generalization, similarity, and Bayesian inference
JB Tenenbaum, TL Griffiths
Behavioral and brain sciences 24 (4), 629-640, 2001
Infinite latent feature models and the Indian buffet process
Z Ghahramani, T Griffiths
Advances in neural information processing systems 18, 2005
Learning systems of concepts with an infinite relational model
C Kemp, JB Tenenbaum, TL Griffiths, T Yamada, N Ueda
AAAI 3, 5, 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
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
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
Structure and strength in causal induction
TL Griffiths, JB Tenenbaum
Cognitive psychology 51 (4), 334-384, 2005
Optimal predictions in everyday cognition
TL Griffiths, JB Tenenbaum
Psychological science 17 (9), 767-773, 2006
Bayesian models of cognition
T L Griffiths, C Kemp, J B Tenenbaum
Carnegie Mellon University, 2008
Integrating topics and syntax
T Griffiths, M Steyvers, D Blei, J Tenenbaum
Advances in neural information processing systems 17, 2004
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