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Bayesian networks
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#	Item
131	Steffen L. Lauritzen Elements of Graphical Models Lectures from the XXXVIth International Probability Summer School in Saint-Flour, France, 2006 Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 2011-09-04 13:19:40 Graph theory Probability and statistics Statistical models Networks Probability theory Bayesian network Factor graph Belief propagation Markov model Statistics Graphical models Bayesian statistics
132	Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters Marco Grzegorczyk Department of Statistics TU Dortmund University Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2012-04-26 08:56:33
133	Subgroup Discovery Meets Bayesian Networks—An Exceptional Model Mining Approach Add to Reading List Source URL: www.cs.uu.nl Language: English - Date: 2011-02-16 08:30:43 Graphical models Networks Bayesian network Group theory Machine learning Subgroup Statistics Bayesian statistics Statistical models
134	Infinite State Bayesian Networks Max Welling∗, Ian Porteous, Evgeniy Bart† Donald Bren School of Information and Computer Sciences University of California Irvine Irvine, CAUSA {welling,iporteou}@ics.uci. Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2008-01-10 04:29:00 Statistical natural language processing Markov models Graphical models Variational Bayesian methods Dirichlet process Gibbs sampling Bayesian network Latent Dirichlet allocation Mixture model Statistics Bayesian statistics Statistical models
135	Journal of Machine Learning Research xx-xx Submitted 6/08; Published xx/xx Distributed Algorithms for Topic Models David Newman Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2009-09-08 17:03:36 Latent Dirichlet allocation Statistical classification Bayesian networks Topic model Mixture model Dirichlet process Linear discriminant analysis Algorithm Gibbs sampling Statistics Statistical natural language processing Statistical models
136	A Search-Based Approach for Bayesian Inference of the T-cell Signaling Network Mitchell Koch Bradley Broom Add to Reading List Source URL: www.biotconf.org Language: English - Date: 2014-05-21 17:42:44 Statistical models Bayesian network Networks Bayesian inference Bootstrapping Statistics Bayesian statistics Statistical inference
137	An Empirical Comparison of Supervised Learning Algorithms Rich Caruana Alexandru Niculescu-Mizil Department of Computer Science, Cornell University, Ithaca, NYUSA Add to Reading List Source URL: www.niculescu-mizil.org Language: English - Date: 2008-11-22 14:04:17 Ensemble learning Bayesian statistics Neural networks Supervised learning Support vector machine Naive Bayes classifier Boosting Random forest Calibration Statistics Machine learning Statistical classification
138	MIRI MACH IN E INT ELLIGENCE R ESEARCH INS TITU TE A Comparison of Decision Algorithms Add to Reading List Source URL: intelligence.org Language: English - Date: 2013-04-29 07:41:11 Science Probability and statistics Statistical inference Bayesian network Networks Bayesian probability Graphical model Causal decision theory Decision theory Statistics Bayesian statistics Statistical models
139	Cardinality Restricted Boltzmann Machines Kevin Swersky Daniel Tarlow Ilya Sutskever Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-11-26 14:29:25 Networks Mathematics Applied mathematics Computational neuroscience Boltzmann machine Belief propagation Bayesian network Machine learning Sparse matrix Neural networks Statistics Graphical models
140	The Recurrent Temporal Restricted Boltzmann Machine Ilya Sutskever, Geoffrey Hinton, and Graham Taylor University of Toronto {ilya, hinton, gwtaylor}@cs.utoronto.ca Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 05:08:16 Neural networks Science Bayesian statistics Boltzmann machine Markov models Probability theory Hidden Markov model Belief propagation Information theory Statistics Graphical models Mathematics

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