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conftrace_

conditional mutual information

58 papers

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Also known as

CMI

Co-occurring keywords · papers mentioning both

generalization bound (11) mutual information (10) information theory (9) representation learning (7) feature selection (6) conditional independence testing (3) conditional independence (3) mutual information estimation (3) vc dimension (3) learning theory (3)

Papers

Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018 Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes AISTATS 2017 Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NeurIPS 2016 Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests NeurIPS 2013 Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012 High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions NeurIPS 2011 Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers JMLR 2010 Fast Binary Feature Selection with Conditional Mutual Information JMLR 2004