Conditional Dependence via Shannon Capacity: Axioms, Estimators and
Applications

Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications

10 February 2016

Pramod Viswanath

Papers citing "Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications"

10 / 10 papers shown

Title
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 58 138 0 11 Apr 2016
Telling cause from effect in deterministic linear dynamical systems Naji Shajarisales Dominik Janzing Bernhard Schölkopf M. Besserve AI4TS CML 66 50 0 04 Mar 2015
Distinguishing cause from effect using observational data: methods and benchmarks Joris M. Mooij J. Peters Dominik Janzing Jakob Zscheischler Bernhard Schölkopf CML 117 138 0 11 Dec 2014
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 75 199 0 07 Nov 2014
Justifying Information-Geometric Causal Inference Dominik Janzing Bastian Steudel Naji Shajarisales Bernhard Schölkopf CML 49 34 0 11 Feb 2014
Quantifying causal influences Dominik Janzing David Balduzzi Moritz Grosse-Wentrup Bernhard Schölkopf CML 86 219 0 29 Mar 2012
Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions Barnabás Póczós L. Xiong J. Schneider 66 110 0 14 Feb 2012
Empirical estimation of entropy functionals with confidence K. Sricharan Raviv Raich Alfred Hero 88 46 0 19 Dec 2010
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs D. Pál Barnabás Póczós Csaba Szepesvári 115 160 0 09 Mar 2010
Adaptive Multiple Importance Sampling J. Cornuet Jean-Michel Marin Antonietta Mira Christian P. Robert 95 264 0 07 Jul 2009