Mark Steyvers

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Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineVerified email at ics.uci.edu
Michael LeeProfessor of Cognitive Sciences, University of California IrvineVerified email at uci.edu
Joshua B. TenenbaumMITVerified email at mit.edu
scott brownschool of psychology, university of newcastleVerified email at newcastle.edu.au
Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
Brandon TurnerThe Ohio State UniversityVerified email at osu.edu
Chaitanya ChemuduguntaDirector of Science, PandoraVerified email at ics.uci.edu
David C AtkinsLyssn.io / University of WashingtonVerified email at u.washington.edu
Pernille HemmerRutgers UniversityVerified email at rutgers.edu
Richard ShiffrinProfessor of Psychological and Brain Sciences Indiana UniversityVerified email at indiana.edu
Aakriti KumarPostdoctoral Researcher, Kellogg School of Management, Northwestern UniversityVerified email at kellogg.northwestern.edu
Michal Rosen-ZviDirector IBM ResearchVerified email at il.ibm.com
Robert GoldstoneDistinguished Professor, Indiana UniversityVerified email at indiana.edu
Jeroen G.W. RaaijmakersProfessor of Cognitive Psychology, University of AmsterdamVerified email at uva.nl
Edgar C MerkleUniversity of MissouriVerified email at missouri.edu
Zac ImelUniversity of UtahVerified email at utah.edu
Timothy RubinStates TitleVerified email at uci.edu
Birte ForstmannUniversity of AmsterdamVerified email at uva.nl
Lisa PearlProfessor of Language Science, University of California, IrvineVerified email at uci.edu

Mark Steyvers

University of California, Irvine

Verified email at uci.edu - Homepage

cognitive science machine learning learning human AI collaboration


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	8950	2004
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis 427 (7), 424-440, 2007	4102*	2007
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012	2198	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	1914	2005
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007	1481	2007
A model for recognition memory: REM—retrieving effectively from memory RM Shiffrin, M Steyvers Psychonomic Bulletin & Review 4 (2), 145-166, 1997	1305	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	872	2004
Integrating topics and syntax TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum Advances in neural information processing systems 17, 537-544, 2005	753	2005
Inferring causal networks from observations and interventions M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum Cognitive Science 27 (3), 453-489, 2003	668	2003
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine Learning, 1-52, 2011	473	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	422	2010
A probabilistic approach to semantic representation T Griffiths, M Steyvers Proceedings of the 24th annual conference of the cognitive science society …, 2002	348*	2002
Multidimensional scaling M Steyvers Encyclopedia of cognitive science, 2002	337*	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	334	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	290	2009
The sensitization and differentiation of dimensions during category learning. RL Goldstone, M Steyvers Journal of experimental psychology: General 130 (1), 116, 2001	289	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	284	2007
Word association spaces for predicting semantic similarity effects in episodic memory. M Steyvers, RM Shiffrin, DL Nelson American Psychological Association, 2005	278	2005
Google and the mind: Predicting fluency with PageRank TL Griffiths, M Steyvers, A Firl Psychological science 18 (12), 1069-1076, 2007	246	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	245	2013

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