Mark Steyvers - Publications

Affiliations: 
University of California, Irvine, Irvine, CA 

72 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Tauber S, Navarro DJ, Perfors A, Steyvers M. Bayesian Models of Cognition Revisited: Setting Optimality Aside and Letting Data Drive Psychological Theory. Psychological Review. PMID 28358549 DOI: 10.1037/rev0000052  0.64
2015 Turner BM, Rodriguez CA, Norcia TM, McClure SM, Steyvers M. Why More Is Better: Simultaneous Modeling of EEG, fMRI, and Behavioral Data. Neuroimage. PMID 26723544 DOI: 10.1016/j.neuroimage.2015.12.030  1
2015 Gaut G, Steyvers M, Imel Z, Atkins D, Smyth P. Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. Ieee Journal of Biomedical and Health Informatics. PMID 26625437 DOI: 10.1109/JBHI.2015.2503985  0.36
2015 Holsclaw T, Hallgren KA, Steyvers M, Smyth P, Atkins DC. Measurement Error and Outcome Distributions: Methodological Issues in Regression Analyses of Behavioral Coding Data. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. PMID 26098126 DOI: 10.1037/adb0000091  1
2015 Lord SP, Can D, Yi M, Marin R, Dunn CW, Imel ZE, Georgiou P, Narayanan S, Steyvers M, Atkins DC. Advancing methods for reliably assessing motivational interviewing fidelity using the motivational interviewing skills code. Journal of Substance Abuse Treatment. 49: 50-7. PMID 25242192 DOI: 10.1016/j.jsat.2014.08.005  1
2015 Hemmer P, Tauber S, Steyvers M. Moving beyond qualitative evaluations of Bayesian models of cognition. Psychonomic Bulletin & Review. 22: 614-28. PMID 25233880 DOI: 10.3758/s13423-014-0725-z  1
2015 Imel ZE, Steyvers M, Atkins DC. Computational psychotherapy research: scaling up the evaluation of patient-provider interactions. Psychotherapy (Chicago, Ill.). 52: 19-30. PMID 24866972 DOI: 10.1037/a0036841  1
2015 Raaijmakers JGW, Criss AH, Goldstone RL, Nosofsky RM, Steyvers M. Cognitive modeling in perception and memory: A festschrift for Richard M. Shiffrin Cognitive Modeling in Perception and Memory: a Festschrift For Richard M. Shiffrin. 1-291. DOI: 10.4324/9781315885582  1
2015 Steyvers M. The collective memory performance in a recognition memory task Cognitive Modeling in Perception and Memory: a Festschrift For Richard M. Shiffrin. 229-242.  1
2014 Kim W, Pitt MA, Lu ZL, Steyvers M, Myung JI. A hierarchical adaptive approach to optimal experimental design. Neural Computation. 26: 2465-92. PMID 25149697 DOI: 10.1162/NECO_a_00654  1
2014 Lee MD, Steyvers M, Miller B. A cognitive model for aggregating people's rankings. Plos One. 9: e96431. PMID 24816733 DOI: 10.1371/journal.pone.0096431  1
2014 Atkins DC, Steyvers M, Imel ZE, Smyth P. Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification. Implementation Science : Is. 9: 49. PMID 24758152 DOI: 10.1186/1748-5908-9-49  1
2014 Steyvers M, Wallsten TS, Merkle EC, Turner BM. Evaluating probabilistic forecasts with Bayesian signal detection models. Risk Analysis : An Official Publication of the Society For Risk Analysis. 34: 435-52. PMID 24147636 DOI: 10.1111/risa.12127  1
2014 Turner BM, Steyvers M, Merkle EC, Budescu DV, Wallsten TS. Forecast aggregation via recalibration Machine Learning. 95: 261-289. DOI: 10.1007/s10994-013-5401-4  1
2013 Turner BM, Sederberg PB, Brown SD, Steyvers M. A method for efficiently sampling from distributions with correlated dimensions. Psychological Methods. 18: 368-84. PMID 23646991 DOI: 10.1037/a0032222  1
2013 Turner BM, Forstmann BU, Wagenmakers EJ, Brown SD, Sederberg PB, Steyvers M. A Bayesian framework for simultaneously modeling neural and behavioral data. Neuroimage. 72: 193-206. PMID 23370060 DOI: 10.1016/j.neuroimage.2013.01.048  1
2013 Ditta AS, Steyvers M. Collaborative memory in a serial combination procedure. Memory (Hove, England). 21: 668-74. PMID 23205943 DOI: 10.1080/09658211.2012.747614  1
2013 Shankle WR, Pooley JP, Steyvers M, Hara J, Mangrola T, Reisberg B, Lee MD. Relating memory to functional performance in normal aging to dementia using hierarchical Bayesian cognitive processing models. Alzheimer Disease and Associated Disorders. 27: 16-22. PMID 22407225 DOI: 10.1097/WAD.0b013e31824d5668  1
2013 Merkle EC, Steyvers M. Choosing a strictly proper scoring rule Decision Analysis. 10: 292-304. DOI: 10.1287/deca.2013.0280  1
2013 Liu Q, Steyvers M, Ihler A. Scoring workers in crowdsourcing: How many control questions are enough? Advances in Neural Information Processing Systems 1
2012 Atkins DC, Rubin TN, Steyvers M, Doeden MA, Baucom BR, Christensen A. Topic models: a novel method for modeling couple and family text data. Journal of Family Psychology : Jfp : Journal of the Division of Family Psychology of the American Psychological Association (Division 43). 26: 816-27. PMID 22888778 DOI: 10.1037/a0029607  1
2012 Hawkins G, Brown SD, Steyvers M, Wagenmakers EJ. Decision speed induces context effects in choice. Experimental Psychology. 59: 206-15. PMID 22411178 DOI: 10.1027/1618-3169/a000145  1
2012 Hawkins GE, Brown SD, Steyvers M, Wagenmakers EJ. An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives. Psychonomic Bulletin & Review. 19: 339-48. PMID 22302644 DOI: 10.3758/s13423-012-0216-z  1
2012 Yi SK, Steyvers M, Lee MD, Dry MJ. The wisdom of the crowd in combinatorial problems. Cognitive Science. 36: 452-70. PMID 22268680 DOI: 10.1111/j.1551-6709.2011.01223.x  1
2012 Hawkins G, Brown SD, Steyvers M, Wagenmakers EJ. Context effects in multi-alternative decision making: empirical data and a Bayesian model. Cognitive Science. 36: 498-516. PMID 22257112 DOI: 10.1111/j.1551-6709.2011.01221.x  1
2012 Lee MD, Steyvers M, de Young M, Miller B. Inferring expertise in knowledge and prediction ranking tasks. Topics in Cognitive Science. 4: 151-63. PMID 22253187 DOI: 10.1111/j.1756-8765.2011.01175.x  1
2012 Pearl L, Steyvers M. Detecting authorship deception: A supervised machine learning approach using author writeprints Literary and Linguistic Computing. 27: 183-196. DOI: 10.1093/llc/fqs003  1
2012 Steyvers M, Griffiths TL. Rational analysis as a link between human memory and information retrieval The Probabilistic Mind: Prospects For Bayesian Cognitive Science. DOI: 10.1093/acprof:oso/9780199216093.003.0015  1
2012 Steyvers M, Hemmer P. Reconstruction from memory in naturalistic environments Psychology of Learning and Motivation - Advances in Research and Theory. 56: 125-144. DOI: 10.1016/B978-0-12-394393-4.00004-2  1
2012 Rubin TN, Chambers A, Smyth P, Steyvers M. Statistical topic models for multi-label document classification Machine Learning. 88: 157-208. DOI: 10.1007/s10994-011-5272-5  1
2012 Warnaar DB, Merkle EC, Steyvers M, Wallsten TS, Stone ER, Budescu DV, Yates JF, Sieck WR, Arkes HR, Argenta CF, Shin Y, Carter JN. The aggregative contingent estimation system: Selecting, rewarding, and training experts in a wisdom of crowds approach to forecasting Aaai Spring Symposium - Technical Report. 75-76.  1
2011 Steyvers M, Smyth P, Chemuduganta C. Combining background knowledge and learned topics. Topics in Cognitive Science. 3: 18-47. PMID 25164174 DOI: 10.1111/j.1756-8765.2010.01097.x  1
2011 Lee MD, Zhang S, Munro M, Steyvers M. Psychological models of human and optimal performance in bandit problems Cognitive Systems Research. 12: 164-174. DOI: 10.1016/j.cogsys.2010.07.007  1
2011 Pearl L, Goldwater S, Steyvers M. Online Learning Mechanisms for Bayesian Models of Word Segmentation Research On Language and Computation. 1-26. DOI: 10.1007/s11168-011-9074-5  1
2011 Merkle EC, Steyvers M. A psychological model for aggregating judgments of magnitude Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6589: 236-243. DOI: 10.1007/978-3-642-19656-0_34  1
2010 Steyvers M. Combining feature norms and text data with topic models. Acta Psychologica. 133: 234-43. PMID 19948335 DOI: 10.1016/j.actpsy.2009.10.010  1
2010 Rosen-Zvi M, Chemudugunta C, Griffiths T, Smyth P, Steyvers M. Learning author-topic models from text corpora Acm Transactions On Information Systems. 28. DOI: 10.1145/1658377.1658381  1
2010 Chambers AL, Smyth P, Steyvers M. Learning concept graphs from text with stick-breaking priors Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2009 Hemmer P, Steyvers M. A Bayesian account of reconstructive memory. Topics in Cognitive Science. 1: 189-202. PMID 25164805 DOI: 10.1111/j.1756-8765.2008.01010.x  1
2009 Hemmer P, Steyvers M. Integrating episodic memories and prior knowledge at multiple levels of abstraction. Psychonomic Bulletin & Review. 16: 80-7. PMID 19145014 DOI: 10.3758/PBR.16.1.80  1
2009 Brown SD, Steyvers M. Detecting and predicting changes. Cognitive Psychology. 58: 49-67. PMID 18976988 DOI: 10.1016/j.cogpsych.2008.09.002  1
2009 Brown S, Steyvers M, Wagenmakers EJ. Observing evidence accumulation during multi-alternative decisions Journal of Mathematical Psychology. 53: 453-462. DOI: 10.1016/j.jmp.2009.09.002  1
2009 Steyvers M, Lee MD, Wagenmakers EJ. A Bayesian analysis of human decision-making on bandit problems Journal of Mathematical Psychology. 53: 168-179. DOI: 10.1016/j.jmp.2008.11.002  1
2009 Steyvers M, Lee M, Miller B, Hemmer P. The wisdom of crowds in the recollection of order information Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1785-1793.  1
2008 Chemudugunta C, Smyth P, Steyvers M. Combining concept hierarchies and statistical topic models International Conference On Information and Knowledge Management, Proceedings. 1469-1470. DOI: 10.1145/1458082.1458337  1
2008 Chemudugunta C, Holloway A, Smyth P, Steyvers M. Modeling documents by combining semantic concepts with unsupervised statistical learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5318: 229-244. DOI: 10.1007/978-3-540-88564-1-15  1
2007 Griffiths TL, Steyvers M, Firl A. Google and the mind: predicting fluency with PageRank. Psychological Science. 18: 1069-76. PMID 18031414 DOI: 10.1111/j.1467-9280.2007.02027.x  1
2007 Griffiths TL, Steyvers M, Tenenbaum JB. Topics in semantic representation. Psychological Review. 114: 211-44. PMID 17500626 DOI: 10.1037/0033-295X.114.2.211  1
2007 Brown S, Steyvers M, Hemmer P. Modeling experimentally induced strategy shifts. Psychological Science. 18: 40-5. PMID 17362376 DOI: 10.1111/j.1467-9280.2007.01846.x  1
2007 Chemudugunta C, Smyth P, Steyvers M. Modeling general and specific aspects of documents with a probabilistic topic model Advances in Neural Information Processing Systems. 241-248.  1
2006 Steyvers M, Griffiths TL, Dennis S. Probabilistic inference in human semantic memory. Trends in Cognitive Sciences. 10: 327-34. PMID 16793324 DOI: 10.1016/j.tics.2006.05.005  1
2006 Wagenmakers EJ, Grünwald P, Steyvers M. Accumulative prediction error and the selection of time series models Journal of Mathematical Psychology. 50: 149-166. DOI: 10.1016/j.jmp.2006.01.004  1
2006 Navarro DJ, Griffiths TL, Steyvers M, Lee MD. Modeling individual differences using Dirichlet processes Journal of Mathematical Psychology. 50: 101-122. DOI: 10.1016/j.jmp.2005.11.006  1
2006 Newman D, Chemudugunta C, Smyth P, Steyvers M. Analyzing entities and topics in news articles using statistical topic models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3975: 93-104. DOI: 10.1007/11760146_9  1
2005 Steyvers M, Tenenbaum JB. The large-scale structure of semantic networks: statistical analyses and a model of semantic growth. Cognitive Science. 29: 41-78. PMID 21702767 DOI: 10.1207/s15516709cog2901_3  1
2005 Brown S, Steyvers M. The dynamics of experimentally induced criterion shifts. Journal of Experimental Psychology. Learning, Memory, and Cognition. 31: 587-99. PMID 16060767 DOI: 10.1037/0278-7393.31.4.587  1
2005 Steyvers M, Brown S. Prediction and change detection Advances in Neural Information Processing Systems. 1281-1288.  1
2005 Griffiths TL, Steyvers M, Blei DM, Tenenbaum JB. Integrating topics and syntax Advances in Neural Information Processing Systems 1
2004 Wagenmakers EJ, Zeelenberg R, Steyvers M, Shiffrin R, Raaijmakers J. Nonword repetition in lexical decision: support for two opposing processes. The Quarterly Journal of Experimental Psychology. a, Human Experimental Psychology. 57: 1191-210. PMID 15513243 DOI: 10.1080/02724980343000729  1
2004 Wagenmakers EJ, Steyvers M, Raaijmakers JG, Shiffrin RM, van Rijn H, Zeelenberg R. A model for evidence accumulation in the lexical decision task. Cognitive Psychology. 48: 332-67. PMID 15020215 DOI: 10.1016/j.cogpsych.2003.08.001  1
2004 Griffiths TL, Steyvers M. Finding scientific topics. Proceedings of the National Academy of Sciences of the United States of America. 101: 5228-35. PMID 14872004 DOI: 10.1073/pnas.0307752101  1
2004 Steyvers M, Smyth P, Rosen-Zvi M, Griffiths T. Probabilistic author-topic models for information discovery Kdd-2004 - Proceedings of the Tenth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 306-315.  1
2003 Steyvers M, Malmberg KJ. The effect of normative context variability on recognition memory. Journal of Experimental Psychology. Learning, Memory, and Cognition. 29: 760-6. PMID 14516211 DOI: 10.1037/0278-7393.29.5.760  1
2003 Goldstone RL, Steyvers M, Rogosky BJ. Conceptual interrelatedness and caricatures. Memory & Cognition. 31: 169-80. PMID 12749460  1
2003 Steyvers M, Tenenbaum JB, Wagenmakers EJ, Blum B. Inferring causal networks from observations and interventions Cognitive Science. 27: 453-489. DOI: 10.1016/S0364-0213(03)00010-7  1
2003 Griffiths TL, Steyvers M. Prediction and semantic association Advances in Neural Information Processing Systems 1
2002 Malmberg KJ, Steyvers M, Stephens JD, Shiffrin RM. Feature frequency effects in recognition memory. Memory & Cognition. 30: 607-13. PMID 12184562  1
2001 Goldstone RL, Styvers M. The sensitization and differentiation of dimensions during category learning. Journal of Experimental Psychology. General. 130: 116-39. PMID 11293456  1
1999 Steyvers M. Morphing techniques for manipulating face images. Behavior Research Methods, Instruments, & Computers : a Journal of the Psychonomic Society, Inc. 31: 359-69. PMID 10495823  1
1997 Shiffrin RM, Steyvers M. A model for recognition memory: REM-retrieving effectively from memory. Psychonomic Bulletin & Review. 4: 145-66. PMID 21331823 DOI: 10.3758/BF03209391  1
1997 van Leeuwen C, Steyvers M, Nooter M. Stability and Intermittency in Large-Scale Coupled Oscillator Models for Perceptual Segmentation Journal of Mathematical Psychology. 41: 319-44. PMID 9473396 DOI: 10.1006/jmps.1997.1177  1
1997 Shiffrin RM, Steyvers M. A model for recognition memory: REM - Retrieving effectively from memory Psychonomic Bulletin and Review. 4: 145-166.  1
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