Thomas L. Griffiths
Thomas L. Griffiths
Professor of Psychology and Computer Science, Princeton University
Verified email at princeton.edu - Homepage
TitleCited byYear
Finding scientific topics
TL Griffiths, M Steyvers
Proceedings of the National academy of Sciences 101 (suppl 1), 5228-5235, 2004
57532004
Probabilistic topic models
M Steyvers, T Griffiths
Handbook of latent semantic analysis 427 (7), 424-440, 2007
17652007
The author-topic model for authors and documents
M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth
arXiv preprint arXiv:1207.4169, 2012
16502012
How to grow a mind: Statistics, structure, and abstraction
JB Tenenbaum, C Kemp, TL Griffiths, ND Goodman
science 331 (6022), 1279-1285, 2011
12162011
Hierarchical topic models and the nested chinese restaurant process
TL Griffiths, MI Jordan, JB Tenenbaum, DM Blei
Advances in neural information processing systems, 17-24, 2004
10952004
Topics in semantic representation.
TL Griffiths, M Steyvers, JB Tenenbaum
Psychological review 114 (2), 211, 2007
10112007
Theory-based Bayesian models of inductive learning and reasoning
JB Tenenbaum, TL Griffiths, C Kemp
Trends in cognitive sciences 10 (7), 309-318, 2006
8402006
Infinite latent feature models and the Indian buffet process
Z Ghahramani, TL Griffiths
Advances in neural information processing systems, 475-482, 2006
8302006
Learning systems of concepts with an infinite relational model
C Kemp, JB Tenenbaum, TL Griffiths, T Yamada, N Ueda
AAAI 3, 5, 2006
7342006
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
7332004
Generalization, similarity, and Bayesian inference
JB Tenenbaum, TL Griffiths
Behavioral and brain sciences 24 (4), 629-640, 2001
7242001
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
6652010
Integrating topics and syntax
TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum
Advances in neural information processing systems, 537-544, 2005
6062005
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
5942016
Structure and strength in causal induction
TL Griffiths, JB Tenenbaum
Cognitive psychology 51 (4), 334-384, 2005
5902005
Bayesian models of cognition
T L Griffiths, C Kemp, J B Tenenbaum
Carnegie Mellon University, 2008
5242008
Optimal predictions in everyday cognition
TL Griffiths, JB Tenenbaum
Psychological science 17 (9), 767-773, 2006
5062006
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
4992010
A Bayesian framework for word segmentation: Exploring the effects of context
S Goldwater, TL Griffiths, M Johnson
Cognition 112 (1), 21-54, 2009
4172009
Nonparametric latent feature models for link prediction
K Miller, MI Jordan, TL Griffiths
Advances in neural information processing systems, 1276-1284, 2009
4022009
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Articles 1–20