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Charles Kemp - Publications

Affiliations: 
Psychology Carnegie Mellon University, Pittsburgh, PA 
Area:
Computational modeling, high-level cognition
Website:
http://www.psy.cmu.edu/~ckemp/
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38 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
2020 Habibi AA, Kemp C, Xu Y. Chaining and the growth of linguistic categories. Cognition. 202: 104323. PMID 32480166 DOI: 10.1016/J.Cognition.2020.104323  0.411
2018 Rothe A, Deverett B, Mayrhofer R, Kemp C. Successful structure learning from observational data. Cognition. 179: 266-297. PMID 30064655 DOI: 10.1016/J.Cognition.2018.06.003  0.452
2018 Zaslavsky N, Kemp C, Regier T, Tishby N. Efficient compression in color naming and its evolution. Proceedings of the National Academy of Sciences of the United States of America. PMID 30021851 DOI: 10.1073/Pnas.1800521115  0.3
2018 Jern A, Lucas CG, Kemp C. Corrigendum to "People learn other people's preferences through inverse decision-making" [Cognition 168 (2017) 46-64]. Cognition. PMID 29576243 DOI: 10.1016/J.Cognition.2018.03.012  0.54
2017 Navarro DJ, Kemp C. None of the Above: A Bayesian Account of the Detection of Novel Categories. Psychological Review. PMID 28703607 DOI: 10.1037/Rev0000077  0.353
2017 Jern A, Lucas CG, Kemp C. People learn other people's preferences through inverse decision-making. Cognition. 168: 46-64. PMID 28662485 DOI: 10.1016/J.Cognition.2017.06.017  0.505
2015 Lucas CG, Kemp C. An improved probabilistic account of counterfactual reasoning. Psychological Review. 122: 700-34. PMID 26437149 DOI: 10.1037/A0039655  0.572
2015 Carroll CD, Kemp C. Evaluating the inverse reasoning account of object discovery. Cognition. 139: 130-53. PMID 25824861 DOI: 10.1016/J.Cognition.2015.03.003  0.316
2014 Kemp C, Jern A. A taxonomy of inductive problems. Psychonomic Bulletin & Review. 21: 23-46. PMID 23884687 DOI: 10.3758/S13423-013-0467-3  0.303
2014 Dalrymple R, Kemp C, Smith P. Characterising work-based learning as a triadic learning endeavour Journal of Further and Higher Education. 38: 75-89. DOI: 10.1080/0309877X.2012.699516  0.328
2013 Jern A, Kemp C. A probabilistic account of exemplar and category generation. Cognitive Psychology. 66: 85-125. PMID 23108001 DOI: 10.1016/J.Cogpsych.2012.09.003  0.355
2012 Kemp C. Exploring the conceptual universe. Psychological Review. 119: 685-722. PMID 22924770 DOI: 10.1037/A0029347  0.425
2012 Kemp C, Regier T. Kinship categories across languages reflect general communicative principles. Science (New York, N.Y.). 336: 1049-54. PMID 22628658 DOI: 10.1126/Science.1218811  0.313
2012 Kemp C, Shafto P, Tenenbaum JB. An integrated account of generalization across objects and features. Cognitive Psychology. 64: 35-73. PMID 22088778 DOI: 10.1016/J.Cogpsych.2011.10.001  0.699
2012 Griffiths TL, Tenenbaum JB, Kemp C. Bayesian Inference The Oxford Handbook of Thinking and Reasoning. DOI: 10.1093/oxfordhb/9780199734689.013.0003  0.598
2011 Tenenbaum JB, Kemp C, Griffiths TL, Goodman ND. How to grow a mind: statistics, structure, and abstraction. Science (New York, N.Y.). 331: 1279-85. PMID 21393536 DOI: 10.1126/Science.1192788  0.763
2011 Shafto P, Kemp C, Mansinghka V, Tenenbaum JB. A probabilistic model of cross-categorization. Cognition. 120: 1-25. PMID 21377146 DOI: 10.1016/J.Cognition.2011.02.010  0.722
2011 Chater N, Goodman N, Griffiths TL, Kemp C, Oaksford M, Tenenbaum JB. The imaginary fundamentalists: The unshocking truth about Bayesian cognitive science Behavioral and Brain Sciences. 34: 194-196. DOI: 10.1017/S0140525X11000239  0.7
2011 Jern A, Lucas CG, Kemp C. Evaluating the inverse decision-making approach to preference learning Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.484
2010 Kemp C, Goodman ND, Tenenbaum JB. Learning to learn causal models. Cognitive Science. 34: 1185-243. PMID 21564248 DOI: 10.1111/J.1551-6709.2010.01128.X  0.735
2010 Griffiths TL, Chater N, Kemp C, Perfors A, Tenenbaum JB. Probabilistic models of cognition: exploring representations and inductive biases. Trends in Cognitive Sciences. 14: 357-64. PMID 20576465 DOI: 10.1016/J.Tics.2010.05.004  0.627
2010 Kemp C, Chang KM, Lombardi L. Category and feature identification. Acta Psychologica. 133: 216-33. PMID 20080224 DOI: 10.1016/J.Actpsy.2009.11.012  0.359
2010 Kemp C, Tenenbaum JB, Niyogi S, Griffiths TL. A probabilistic model of theory formation. Cognition. 114: 165-96. PMID 19892328 DOI: 10.1016/J.Cognition.2009.09.003  0.712
2009 Kemp C, Tenenbaum JB. Structured statistical models of inductive reasoning. Psychological Review. 116: 20-58. PMID 19159147 DOI: 10.1037/A0014282  0.586
2009 Kemp C, Tenenbaum JB. “Structured statistical models of inductive reasoning”: Correction. Psychological Review. 116: 461-461. DOI: 10.1037/A0015514  0.305
2009 Kemp C, Goodman ND, Tenenbaum JB. Learning and using relational theories Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.684
2009 Kemp C, Jern A. Abstraction and relational learning Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 934-942.  0.326
2008 Shafto P, Kemp C, Bonawitz EB, Coley JD, Tenenbaum JB. Inductive reasoning about causally transmitted properties. Cognition. 109: 175-92. PMID 18952205 DOI: 10.1016/J.Cognition.2008.07.006  0.727
2008 Kemp C, Tenenbaum JB. The discovery of structural form. Proceedings of the National Academy of Sciences of the United States of America. 105: 10687-92. PMID 18669663 DOI: 10.1073/Pnas.0802631105  0.602
2008 Kemp C, Tenenbaum JB. Structured models of semantic cognition Behavioral and Brain Sciences. 31: 717-718. DOI: 10.1017/S0140525X08005931  0.543
2007 Kemp C, Perfors A, Tenenbaum JB. Learning overhypotheses with hierarchical Bayesian models. Developmental Science. 10: 307-21. PMID 17444972 DOI: 10.1111/J.1467-7687.2007.00585.X  0.637
2007 Kemp C, Shafto P, Berke A, Tenenbaum JB. Combining causal and similarity-based reasoning Advances in Neural Information Processing Systems. 681-688.  0.668
2007 Roy DM, Kemp C, Mansinghka VK, Tenenbaum JB. Learning annotated hierarchies from relational data Advances in Neural Information Processing Systems. 1185-1192.  0.553
2006 Tenenbaum JB, Griffiths TL, Kemp C. Theory-based Bayesian models of inductive learning and reasoning. Trends in Cognitive Sciences. 10: 309-18. PMID 16797219 DOI: 10.1016/J.Tics.2006.05.009  0.717
2006 Kemp C, Tenenbaum JB, Griffiths TL, Yamada T, Ueda N. Learning systems of concepts with an infinite relational model Proceedings of the National Conference On Artificial Intelligence. 1: 381-388.  0.666
2006 Mansinghka VK, Kemp C, Tenenbaum JB, Griffiths TL. Structured priors for structure learning Proceedings of the 22nd Conference On Uncertainty in Artificial Intelligence, Uai 2006. 324-331.  0.641
2004 Kemp C, Griffiths TL, Stromsten S, Tenenbaum JB. Semi-supervised learning with trees Advances in Neural Information Processing Systems.  0.644
2004 Kemp CC. Duo: A wearable system that learns about everyday objects and actions Proceedings - International Symposium On Wearable Computers, Iswc. 182-183.  0.311
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