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Bayesian programming
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41	Principles and Methods for Automated Inference Rina Dechter and Irina Rish Information and Computer Science Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2008-09-08 14:27:22 Functions and mappings Statistics Bayesian network Constraint satisfaction Constraint optimization Function Constraint logic programming Constraint programming Mathematics Mathematical optimization
42	Monte Carlo Bayesian Reinforcement Learning Yi Wang WANGY @ COMP. NUS . EDU . SG Kok Sung Won KOKSUNG @ COMP. NUS . EDU . SG Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2012-05-24 21:17:28 Stochastic control Markov models Partially observable Markov decision process Bayesian statistics Reinforcement learning Markov decision process Conjugate prior Markov chain Q-learning Statistics Markov processes Dynamic programming
43	Mini-Buckets: A General Scheme for Generating Approximations in Automated Reasoning Rina Dechter Department of Information and Computer Science University of California, Irvine Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2000-11-14 17:35:41 Constraint optimization Mathematical optimization Mathematics Computer programming Local consistency Bayesian network Bucket Bucket sort Radix sort Constraint programming Computing Sorting algorithms
44	Microsoft PowerPoint - dod-sat-workshop.ppt [Compatibility Mode] Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2008-09-08 14:27:26 Mathematics Local consistency Constraint satisfaction Mathematical optimization Boolean satisfiability problem Belief propagation Bayesian network Graphical model Constraint optimization Constraint programming Theoretical computer science Software engineering
45	Unifying Cluster-Tree Decompositions for Reasoning in Graphical models∗ Kalev Kask∗ , Rina Dechter∗ , Javier Larrosa∗∗ and Avi Dechter∗∗∗ ∗ Bren School of Information and Computer Science, Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2005-04-17 02:08:23 Constraint graph Tree decomposition Bayesian network Graphical model Constraint satisfaction Directed acyclic graph Graph Local consistency Complexity of constraint satisfaction Graph theory Constraint programming Decomposition method
46	Journal of Artificial Intelligence Research–442 Submitted 07/08; publishedSolving #S AT and Bayesian Inference with Backtracking Search Fahiem Bacchus Add to Reading List Source URL: jair.org Language: English - Date: 2009-03-28 16:44:23 Mathematics Backtracking DPLL algorithm Bayesian network Tree decomposition Constraint optimization Algorithm Decomposition method Local consistency Constraint programming Declarative programming Graph theory
47	Inequality Constraints in Causal Models with Hidden Variables Changsung Kang Department of Computer Science Iowa State University Ames, IA 50011 Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2007-09-03 13:30:47 Logical syntax Bayesian network Networks Entailment Instrumental variable Inequality Causality Linear programming Variable Logic Mathematics Statistics
48	D SHARP: Fast d-DNNF Compilation with sharpSAT Christian Muise1 , Sheila A. McIlraith1 , J. Christopher Beck2 , and Eric Hsu1 1 Department of Computer Science, University of Toronto, Toronto, Canada. {cjmuise, sheila, ei Add to Reading List Source URL: tidel.mie.utoronto.ca Language: English - Date: 2012-03-14 09:53:05 Constraint programming Mathematics DPLL algorithm Knowledge compilation Connectivity Influence diagram Bayesian network Unit propagation Theoretical computer science Automated theorem proving Applied mathematics
49	Exact Bayesian Learning of Ancestor Relations in Bayesian Networks Yetian Chen Lingjian Meng Jin Tian Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2015-01-23 16:30:52 Mathematical sciences Statistical theory Bayesian network Networks Discretization Bayesian inference Dynamic programming Statistics Bayesian statistics Mathematics
50	AND/OR Search Spaces for Graphical Models Rina Dechter and Robert Mateescu Donald Bren School of Information and Computer Science University of California, Irvine, CAAbstract Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2006-11-07 17:35:27 Constraint programming Bayesian statistics Statistical models Networks Tree decomposition Bayesian network Constraint satisfaction Markov random field Graph Graph theory Mathematics Graphical models

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