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Bayesian network
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641	Bayesian Networks: Independencies and Inference Scott Davies and Andrew Moore Note to other teachers and users of these slides. Andrew and Scott would be delighted if you found this source material useful in giving your Add to Reading List Source URL: www.autonlab.org Language: English - Date: 2008-07-07 16:16:21 Statistical dependence Graphical models Networks Probability and statistics Bayesian network Conditional independence Independence Mutual information Interaction information Probability theory Bayesian statistics Statistics
642	Peter L. Spirtes 5810 Hampton Street Pittsburgh PA[removed][removed]mobile) Add to Reading List Source URL: www.hss.cmu.edu Language: English - Date: 2014-03-03 17:25:12 Econometrics Clark Glymour Logicians Graphical models Statistical methods Causality Structural equation modeling Bayesian network Regression analysis Statistics Science Philosophers of science
643	Beyond Trees: Common-Factor Models for 2D Human Pose Recovery Xiangyang Lan Daniel P. Huttenlocher Department of Computer Science, Cornell University {xylan,dph}@cs.cornell.edu Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2005-08-03 10:20:56 Mathematics Multivariate statistics Bayesian statistics Statistical models Networks Clique Kinematic chain Bayesian network Belief propagation Statistics Graph theory Graphical models
644	Journal of Machine Learning Research[removed]2173 Submitted 2/10; Revised 8/10; Published 8/10 libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2010-08-23 18:11:12 Mathematics Belief propagation Factor graph Bayesian network Markov random field Conditional random field Gibbs sampling Expectation–maximization algorithm Tree decomposition Graphical models Graph theory Statistics
645	NUMBER: LRTD10 TITLE: Bayes and Big Data DATE: Wednesday, 29 DISCUSSION LEADER: Add to Reading List Source URL: www.isi2015.org Language: English - Date: 2015-02-11 14:17:49 Statistical theory Statistical inference Bayesian inference Statistical forecasting Inference Bayesian network Statistics Bayesian statistics Logic
646	Pricing Combinatorial Markets for Tournaments [Extended Abstract] Yiling Chen Yahoo! Research 111 West 40th Street Add to Reading List Source URL: 5harad.com Language: English - Date: 2014-09-24 20:04:52 Probability theory Bayesian network Networks Graphical model Bayesian statistics Statistics Statistical models
647	Journal of Machine Learning Research[removed]162 Submitted 6/08; Revised 10/08; Published 2/09 Python Environment for Bayesian Learning: Inferring the Structure of Bayesian Networks from Knowledge and Data Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2009-02-17 18:30:20 Array programming languages Motorola PEBL Statistical models Bayesian statistics Scripting languages Dynamic Bayesian network Bayesian network SciPy NumPy Software Computing Science
648	498 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 47, NO. 2, FEBRUARY 2001 Factor Graphs and the Sum-Product Algorithm Frank R. Kschischang, Senior Member, IEEE, Brendan J. Frey, Member, IEEE, and Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:50:13 Factor graph Belief propagation Tree decomposition Directed acyclic graph Bayesian network Markov random field Graph coloring Path decomposition Graph theory Mathematics Graphical models
649	Counting-MLNs: Learning Relational Structure for Decision Making Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2012-04-17 04:37:10 Applied mathematics Graphical models Artificial intelligence Bayesian statistics Markov logic network Algorithm Bayesian network Perceptron Decision tree learning Statistics Machine learning Theoretical computer science
650	Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Peter Spirtes Department of Philosophy Carnegie Mellon University Add to Reading List Source URL: www.hss.cmu.edu Language: English - Date: 2008-02-14 15:39:58 Statistical models Bayesian network Networks Theoretical physics Directed acyclic graph Causality Algorithm Correlation and dependence Causal structure Theoretical computer science Applied mathematics Mathematics

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