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markov blanket

35 papers

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MB

Co-occurring keywords · papers mentioning both

causal discovery (12) bayesian network (10) feature selection (9) graphical model (7) conditional independence (5) structure learning (5) mutual information (4) bayesian inference (4) causal inference (4) directed acyclic graph (3)

Papers

Structured Feature Selection ICCV 2015 Random Bayesian networks with bounded indegree AISTATS 2014 Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection JMLR 2012 Informative Priors for Markov Blanket Discovery AISTATS 2012 Learning Instance-Specific Predictive Models JMLR 2010 Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation JMLR 2010 Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions JMLR 2010 Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models NeurIPS 2009 Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NeurIPS 2008 Using Markov Blankets for Causal Structure Learning JMLR 2008