Mark Steyvers

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Citations	23786	12224
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Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu
Padhraic SmythProfessor, Computer Science, University of California IrvineVerified email at ics.uci.edu
Joshua B. TenenbaumMITVerified email at mit.edu
Michael LeeProfessor of Cognitive Sciences, University of California IrvineVerified email at uci.edu
Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
scott brownschool of psychology, university of newcastleVerified email at newcastle.edu.au
Brandon TurnerThe Ohio State UniversityVerified email at osu.edu
Chaitanya ChemuduguntaDirector of Science, PandoraVerified email at ics.uci.edu
Michal Rosen-ZviDirector IBM ResearchVerified email at il.ibm.com
Pernille HemmerRutgers UniversityVerified email at rutgers.edu
David C AtkinsLyssn.io, Inc. // BRiTE Center, University of WashingtonVerified email at u.washington.edu
Robert GoldstoneIndiana UniversityVerified email at indiana.edu
Birte ForstmannUniversity of AmsterdamVerified email at uva.nl
Lisa PearlProfessor of Language Science & Cognitive Sciences, University of California, IrvineVerified email at uci.edu
Zac ImelUniversity of UtahVerified email at utah.edu
Edgar C MerkleUniversity of MissouriVerified email at missouri.edu
Simon DennisProfessor, University of MelbourneVerified email at unimelb.edu.au
Jeroen G.W. RaaijmakersProfessor of Cognitive Psychology, University of AmsterdamVerified email at uva.nl
Kenneth J MalmbergUniversity of South FloridaVerified email at usf.edu
Per B. SederbergAssociate Professor of Psychology, University of VirginiaVerified email at virginia.edu

Mark Steyvers

University of California, Irvine

Verified email at uci.edu - Homepage

cognitive science machine learning wisdom of crowds cognitive psychology learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finding scientific topics TL Griffiths, M Steyvers Proceedings of the National Academy of Sciences of the United States of …, 2004	6263	2004
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis 427 (7), 424-440, 2007	3061*	2007
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012	1782	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	1444	2005
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007	1121	2007
A model for recognition memory: REM—retrieving effectively from memory RM Shiffrin, M Steyvers Psychonomic Bulletin & Review 4 (2), 145-166, 1997	1022	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	766	2004
Integrating topics and syntax TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum Advances in neural information processing systems 17, 537-544, 2005	644	2005
Inferring causal networks from observations and interventions M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum Cognitive Science 27 (3), 453-489, 2003	526	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	355	2010
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine Learning, 1-52, 2011	344	2011
A probabilistic approach to semantic representation T Griffiths, M Steyvers Proceedings of the 24th annual conference of the cognitive science society …, 2002	301	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	245	2007
The sensitization and differentiation of dimensions during category learning. RL Goldstone, M Steyvers Journal of experimental psychology: General 130 (1), 116, 2001	237	2001
Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory. M Steyvers, RM Shiffrin, DL Nelson American Psychological Association, 2005	202	2005
Multidimensional scaling M Steyvers Encyclopedia of cognitive science, 2002	202*	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	199	2009
A method for efficiently sampling from distributions with correlated dimensions. BM Turner, PB Sederberg, SD Brown, M Steyvers Psychological methods 18 (3), 368, 2013	197	2013
Google and the mind: Predicting fluency with PageRank TL Griffiths, M Steyvers, A Firl Psychological Science 18 (12), 1069-1076, 2007	189	2007
Modeling individual differences using Dirichlet processes DJ Navarro, TL Griffiths, M Steyvers, MD Lee Journal of mathematical Psychology 50 (2), 101-122, 2006	165	2006

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