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markov blanket

31 papers

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MB

Co-occurring keywords

causal discovery (460) bayesian network (378) feature selection (649) graphical model (864) mutual information (724) structure learning (341) bayesian inference (1907) causal inference (1630) conditional independence (113) causal structure learning (63)

Papers

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions JMLR 2010

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

Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models NIPS 2009

Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NIPS 2008

Using Markov Blankets for Causal Structure Learning JMLR 2008