Causal Categorization with Bayes Nets (2001)


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by Bob Rehder
Venue:in T G Dietterich, S Becker & Z Ghahramani, eds, Advances in Neural Information Processing Systems
Citations:1 - 0 self

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Inferring Unobserved Category Features With Causal Knowledge – Bob Rehder Bob, Russell C. Burnett - 2002
48 A causal-model theory of conceptual representation and categorization – Bob Rehder - 2003
33 Theory-based causal induction – Thomas L. Griffiths, Joshua B. Tenenbaum - 2003
Send all correspondence to: – Brett Hayes, Bob Rehder, Brett K. Hayes
1 Category Transfer in Sequential Causal Learning: The Unbroken Mechanism Hypothesis РYork Hagmayer, A Björn Meder, B Momme Von Sydow, Michael R. Waldmann A
Inferring Causal Networks – Mark Steyvers , Joshua B. Tenenbaum , Eric-Jan Wagenmakers , Ben Blum - 2003
Beyond Covariation 1 Beyond covariation: Cues to causal structure – David A. Lagnado, Michael R. Waldmann, York Hagmayer, Steven A. Sloman, David A. Lagnado
22 Beyond covariation: Cues to causal structure – Michael R. Waldmann, York Hagmayer, Steven A. Sloman, David A. Lagnado, David A. Lagnado - 2006
3 Words, kinds and causal powers: A theory theory perspective on early naming and categorization – Alison Gopnik, Thierry Nazzi - 2003
21 Bayesian generic priors for causal learning – Hongjing Lu, Alan L. Yuille, Mimi Liljeholm, Patricia W. Cheng, Keith J. Holyoak - 2008
157 A theory of causal learning in children: Causal maps and Bayes nets – Alison Gopnik, Clark Glymour, David M. Sobel, Laura E. Schulz, Tamar Kushnir, David Danks - 2004
63 Predictive and diagnostic learning within causal models: Asymmetries in cue competition – Michael R. Waldmann, Keith J. Holyoak - 1992
Reasoning with Conjunctive Causes – Bob Rehder
6 Causal Status and Coherence in Causal-Based Categorization – Bob Rehder, Shinwoo Kim - 2010
16 How causal knowledge affects classification: A generative theory of categorization – Bob Rehder, Shinwoo Kim - 2006
2 Compositionality in rational analysis: Grammar-based induction for concept learning – Noah D. Goodman, Joshua B. Tenenbaum, Thomas L. Griffiths, Jacob Feldman - 2007
15 An algebra of human concept learning – Jacob Feldman - 2006
For correspondence: – Explanation In C. Hoerl, T. Mccormack, S. Beck (eds, David R. Mandel, Dr. David, R. Mandel, Intelligence Group
11 Categories and causality: the neglected direction – Michael R. Waldmann, York Hagmayer - 2006