Thomas L. Griffiths
Thomas L. Griffiths
Professor of Psychology and Computer Science, Princeton University
在 princeton.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Finding scientific topics
TL Griffiths, M Steyvers
Proceedings of the National academy of Sciences 101 (suppl 1), 5228-5235, 2004
61182004
Probabilistic topic models
M Steyvers, T Griffiths
Handbook of latent semantic analysis 427 (7), 424-440, 2007
18972007
The author-topic model for authors and documents
M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth
arXiv preprint arXiv:1207.4169, 2012
17382012
How to grow a mind: Statistics, structure, and abstraction
JB Tenenbaum, C Kemp, TL Griffiths, ND Goodman
science 331 (6022), 1279-1285, 2011
12982011
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
11712004
Topics in semantic representation.
TL Griffiths, M Steyvers, JB Tenenbaum
Psychological review 114 (2), 211, 2007
10842007
Infinite latent feature models and the Indian buffet process
Z Ghahramani, TL Griffiths
Advances in neural information processing systems, 475-482, 2006
9082006
Theory-based Bayesian models of inductive learning and reasoning
JB Tenenbaum, TL Griffiths, C Kemp
Trends in cognitive sciences 10 (7), 309-318, 2006
8692006
Learning systems of concepts with an infinite relational model
C Kemp, JB Tenenbaum, TL Griffiths, T Yamada, N Ueda
AAAI 3, 5, 2006
7772006
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
7532004
Generalization, similarity, and Bayesian inference
JB Tenenbaum, TL Griffiths
Behavioral and brain sciences 24 (4), 629, 2001
7452001
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
7022010
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
7012016
Integrating topics and syntax
TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum
Advances in neural information processing systems, 537-544, 2005
6332005
Structure and strength in causal induction
TL Griffiths, JB Tenenbaum
Cognitive psychology 51 (4), 334-384, 2005
6132005
Bayesian models of cognition
T L Griffiths, C Kemp, J B Tenenbaum
Carnegie Mellon University, 2008
5492008
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
5382010
Optimal predictions in everyday cognition
TL Griffiths, JB Tenenbaum
Psychological science 17 (9), 767-773, 2006
5232006
A Bayesian framework for word segmentation: Exploring the effects of context
S Goldwater, TL Griffiths, M Johnson
Cognition 112 (1), 21-54, 2009
4422009
Nonparametric latent feature models for link prediction
K Miller, MI Jordan, TL Griffiths
Advances in neural information processing systems, 1276-1284, 2009
4232009
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