Testing Conditional Independence on Discrete Data using Stochastic Complexity

12 March 2019

Papers citing "Testing Conditional Independence on Discrete Data using Stochastic Complexity"

8 / 8 papers shown

Title
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures T. Silander Janne Leppä-aho Elias Jääsaari Teemu Roos 62 27 0 27 Aug 2024
Causal Discovery by Telling Apart Parents and Children Alexander Marx Jilles Vreeken CML 6 1 0 20 Aug 2018
Testing Conditional Independence of Discrete Distributions C. Canonne Ilias Diakonikolas D. Kane Alistair Stewart 106 55 0 30 Nov 2017
Telling Cause from Effect using MDL-based Local and Global Regression Alexander Marx Jilles Vreeken CML 43 59 0 26 Sep 2017
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information Jakob Runge 143 171 0 05 Sep 2017
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 124 606 0 14 Nov 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 107 629 0 14 Feb 2012
A survey on independence-based Markov networks learning F. Schlüter 67 24 0 10 Aug 2011