conftrace_

conditional independence test

37 papers

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Also known as

CI TEST CIT

Co-occurring keywords

causal discovery (460) conditional independence (113) causal inference (1630) causal structure learning (63) structure learning (341) bayesian network (378) mutual information (724) graphical model (864) hypothesis testing (254) causal graph (140)

Papers

Selecting causal brain features with a single conditional independence test per feature NIPS 2019
Conditional Independence Testing using Generative Adversarial Networks NIPS 2019
Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test AAAI 2019
A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks PGM 2018
Learning Non-parametric Markov Networks with Mutual Information PGM 2018
Model-Powered Conditional Independence Test NIPS 2017
PC Algorithm for Nonparanormal Graphical Models JMLR 2013
Bayesian Network Structure Learning by Recursive Autonomy Identification JMLR 2009
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation JMLR 2009
Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NIPS 2008
Search for Additive Nonlinear Time Series Causal Models JMLR 2008
A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests JMLR 2006