Model-Powered Conditional Independence Test

Model-Powered Conditional Independence Test

18 September 2017

Karthikeyan Shanmugam

Sanjay Shakkottai

Papers citing "Model-Powered Conditional Independence Test"

13 / 13 papers shown

Title
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov Evgeny Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 89 0 0 03 Feb 2025
Demystifying amortized causal discovery with transformers Francesco Montagna Max Cairney-Leeming Dhanya Sridhar Francesco Locatello CML 89 1 0 27 May 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 119 11 0 28 Feb 2024
Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery Eric V. Strobl Kun Zhang Shyam Visweswaran BDL 58 174 0 13 Feb 2017
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 95 397 0 20 Oct 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation Weihao Gao Sewoong Oh Pramod Viswanath 39 33 0 07 Sep 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 41 137 0 11 Apr 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 304 37,815 0 09 Mar 2016
Conditional Probability Tree Estimation Analysis and Algorithms A. Beygelzimer John Langford Y. Lifshits G. Sorkin Alexander L. Strehl TPM 45 88 0 09 Aug 2014
Cyclic Causal Discovery from Continuous Equilibrium Data Joris Mooij Tom Heskes 37 82 0 26 Sep 2013
SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure Eliot Brenner David Sontag 86 41 0 26 Sep 2013
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 79 618 0 14 Feb 2012
Search-based Structured Prediction Hal Daumé John Langford Daniel Marcu GNN 96 582 0 04 Jul 2009