Diffeomorphic Information Neural Estimation

20 November 2022

Papers citing "Diffeomorphic Information Neural Estimation"

7 / 7 papers shown

Title
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov Evgeny Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 102 0 0 03 Feb 2025
Conditional Independence Testing via Latent Representation Learning Bao Duong T. Nguyen BDL CML 70 7 0 04 Sep 2022
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling Sina Molavipour Germán Bassi Mikael Skoglund 42 8 0 12 Jun 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 202 1,691 0 05 Dec 2019
Formal Limitations on the Measurement of Mutual Information David A. McAllester K. Stratos SSL 63 275 0 10 Nov 2018
Law of Log Determinant of Sample Covariance Matrix and Optimal Estimation of Differential Entropy for High-Dimensional Gaussian Distributions T. Tony Cai Tengyuan Liang Harrison H. Zhou 80 69 0 02 Sep 2013
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 93 627 0 14 Feb 2012