Mark Steyvers

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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
Richard ShiffrinProfessor of Psychological and Brain Sciences Indiana UniversityVerified email at indiana.edu
Pernille HemmerRutgers UniversityVerified email at rutgers.edu
David C AtkinsLyssn.io, Inc. // BRiTE Center, University of WashingtonVerified email at u.washington.edu
Robert GoldstoneDistinguished Professor, Indiana UniversityVerified email at indiana.edu
Birte ForstmannUniversity of AmsterdamVerified email at uva.nl
Lisa PearlProfessor of Language Science, University of California, IrvineVerified email at uci.edu
Zac ImelUniversity of UtahVerified email at utah.edu
Jeroen G.W. RaaijmakersProfessor of Cognitive Psychology, University of AmsterdamVerified email at uva.nl
Edgar C MerkleUniversity of MissouriVerified email at missouri.edu
Simon DennisProfessor, University of MelbourneVerified email at unimelb.edu.au
Kenneth J MalmbergUniversity of South FloridaVerified email at usf.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	6716	2004
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis 427 (7), 424-440, 2007	3225*	2007
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012	1860	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	1509	2005
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007	1178	2007
A model for recognition memory: REM—retrieving effectively from memory RM Shiffrin, M Steyvers Psychonomic Bulletin & Review 4 (2), 145-166, 1997	1058	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	796	2004
Integrating topics and syntax TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum Advances in neural information processing systems 17, 537-544, 2005	673	2005
Inferring causal networks from observations and interventions M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum Cognitive Science 27 (3), 453-489, 2003	546	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	374	2010
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine Learning, 1-52, 2011	367	2011
A probabilistic approach to semantic representation T Griffiths, M Steyvers Proceedings of the 24th annual conference of the cognitive science society …, 2002	315*	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	257	2007
The sensitization and differentiation of dimensions during category learning. RL Goldstone, M Steyvers Journal of experimental psychology: General 130 (1), 116, 2001	249	2001
Multidimensional scaling M Steyvers Encyclopedia of cognitive science, 2002	220*	2002
A method for efficiently sampling from distributions with correlated dimensions. BM Turner, PB Sederberg, SD Brown, M Steyvers Psychological methods 18 (3), 368, 2013	215	2013
Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory. M Steyvers, RM Shiffrin, DL Nelson American Psychological Association, 2005	208	2005
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	207	2009
Google and the mind: Predicting fluency with PageRank TL Griffiths, M Steyvers, A Firl Psychological science 18 (12), 1069-1076, 2007	195	2007
Modeling individual differences using Dirichlet processes DJ Navarro, TL Griffiths, M Steyvers, MD Lee Journal of mathematical Psychology 50 (2), 101-122, 2006	169	2006

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