| Finding scientific topics TL Griffiths, M Steyvers Proceedings of the National Academy of Sciences of the United States of …, 2004 | 9345 | 2004 |
| Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis 427 (7), 424-440, 2007 | 4248* | 2007 |
| The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012 | 2261 | 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 | 2036 | 2005 |
| Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007 | 1537 | 2007 |
| A model for recognition memory: REM—retrieving effectively from memory RM Shiffrin, M Steyvers Psychonomic Bulletin & Review 4 (2), 145-166, 1997 | 1340 | 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 | 874 | 2004 |
| Integrating topics and syntax TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum Advances in neural information processing systems 17, 537-544, 2005 | 762 | 2005 |
| Inferring causal networks from observations and interventions M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum Cognitive Science 27 (3), 453-489, 2003 | 686 | 2003 |
| Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine Learning, 1-52, 2011 | 485 | 2011 |
| 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 | 426 | 2010 |
| A method for efficiently sampling from distributions with correlated dimensions. BM Turner, PB Sederberg, SD Brown, M Steyvers Psychological methods 18 (3), 368, 2013 | 354 | 2013 |
| Multidimensional scaling M Steyvers Encyclopedia of cognitive science, 2002 | 353* | 2002 |
| A probabilistic approach to semantic representation T Griffiths, M Steyvers Proceedings of the 24th annual conference of the cognitive science society …, 2002 | 351* | 2002 |
| 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 | 311 | 2009 |
| The sensitization and differentiation of dimensions during category learning. RL Goldstone, M Steyvers Journal of experimental psychology: General 130 (1), 116, 2001 | 300 | 2001 |
| 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 | 292 | 2007 |
| Word association spaces for predicting semantic similarity effects in episodic memory. M Steyvers, RM Shiffrin, DL Nelson American Psychological Association, 2005 | 286 | 2005 |
| Google and the mind: Predicting fluency with PageRank TL Griffiths, M Steyvers, A Firl Psychological science 18 (12), 1069-1076, 2007 | 256 | 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 | 252 | 2013 |
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu
