CCMI : Classifier based Conditional Mutual Information Estimation

5 June 2019

Papers citing "CCMI : Classifier based Conditional Mutual Information Estimation"

23 / 23 papers shown

Title
Conditional Mutual Information Neural Estimator Sina Molavipour Germán Bassi Mikael Skoglund 65 14 0 06 Nov 2019
On Variational Bounds of Mutual Information Ben Poole Sherjil Ozair Aaron van den Oord Alexander A. Alemi George Tucker SSL 96 807 0 16 May 2019
Mimic and Classify : A meta-algorithm for Conditional Independence Testing Rajat Sen Karthikeyan Shanmugam Himanshu Asnani Arman Rahimzamani Sreeram Kannan CML VLM 45 16 0 25 Jun 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 186 1,279 0 12 Jan 2018
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal Jiantao Jiao Weihao Gao Yanjun Han 49 47 0 23 Nov 2017
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 48 157 0 19 Sep 2017
Model-Powered Conditional Independence Test Rajat Sen A. Suresh Karthikeyan Shanmugam A. Dimakis Sanjay Shakkottai VLM CML 43 91 0 18 Sep 2017
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information Jakob Runge 138 171 0 05 Sep 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,827 0 14 Jun 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 831 5,811 0 05 Dec 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 155 402 0 20 Oct 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation Weihao Gao Sewoong Oh Pramod Viswanath 47 33 0 07 Sep 2016
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 48 53 0 05 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 58 138 0 11 Apr 2016
Exponential Concentration of a Density Functional Estimator Shashank Singh Barnabás Póczós 40 53 0 28 Mar 2016
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 75 199 0 07 Nov 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,409 0 06 Nov 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013
Learning Module Networks E. Segal Dana Peér Aviv Regev D. Koller N. Friedman GNN 128 180 0 19 Oct 2012
Estimating a Causal Order among Groups of Variables in Linear Models Doris Entner P. Hoyer CML 61 16 0 09 Jul 2012
Obtaining Calibrated Probabilities from Boosting Alexandru Niculescu-Mizil R. Caruana 61 200 0 04 Jul 2012
Ensemble estimators for multivariate entropy estimation K. Sricharan Dennis L. Wei Alfred Hero 99 84 0 26 Mar 2012
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