Mark Steyvers
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Finding scientific topics
TL Griffiths, M Steyvers
Proceedings of the National Academy of Sciences of the United States of …, 2004
Probabilistic topic models
M Steyvers, T Griffiths
Handbook of latent semantic analysis 427 (7), 424-440, 2007
The author-topic model for authors and documents
M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth
arXiv preprint arXiv:1207.4169, 2012
The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth
M Steyvers, JB Tenenbaum
Cognitive science 29 (1), 41-78, 2005
Topics in semantic representation.
TL Griffiths, M Steyvers, JB Tenenbaum
Psychological review 114 (2), 211, 2007
A model for recognition memory: REM—retrieving effectively from memory
RM Shiffrin, M Steyvers
Psychonomic Bulletin & Review 4 (2), 145-166, 1997
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
Integrating topics and syntax
TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum
Advances in neural information processing systems 17, 537-544, 2005
Inferring causal networks from observations and interventions
M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum
Cognitive Science 27 (3), 453-489, 2003
Learning author-topic models from text corpora
M Rosen-Zvi, C Chemudugunta, T Griffiths, P Smyth, M Steyvers
ACM Transactions on Information Systems (TOIS) 28 (1), 1-38, 2010
Statistical topic models for multi-label document classification
TN Rubin, A Chambers, P Smyth, M Steyvers
Machine Learning, 1-52, 2011
A probabilistic approach to semantic representation
T Griffiths, M Steyvers
Proceedings of the 24th annual conference of the cognitive science society …, 2002
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model
C Chemudugunta, PSM Steyvers
Advances in Neural Information Processing Systems 19: Proceedings of the …, 2007
The sensitization and differentiation of dimensions during category learning.
RL Goldstone, M Steyvers
Journal of experimental psychology: General 130 (1), 116, 2001
A method for efficiently sampling from distributions with correlated dimensions.
BM Turner, PB Sederberg, SD Brown, M Steyvers
Psychological methods 18 (3), 368, 2013
A Bayesian analysis of human decision-making on bandit problems
M Steyvers, MD Lee, EJ Wagenmakers
Journal of Mathematical Psychology 53 (3), 168-179, 2009
Multidimensional scaling
M Steyvers
Encyclopedia of cognitive science, 2002
Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory.
M Steyvers, RM Shiffrin, DL Nelson
American Psychological Association, 2005
Google and the mind: Predicting fluency with PageRank
TL Griffiths, M Steyvers, A Firl
Psychological science 18 (12), 1069-1076, 2007
A Bayesian framework for simultaneously modeling neural and behavioral data
BM Turner, BU Forstmann, EJ Wagenmakers, SD Brown, PB Sederberg, ...
NeuroImage 72, 193-206, 2013
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