mutual information estimation

MMG: Mutual Information Estimation via the MMSE Gap in Diffusion UAI 2026 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 Mutual Information Estimation via f-Divergence and Data Derangements NeurIPS 2024 Mutual Information Estimation via Normalizing Flows NeurIPS 2024 On Regularized Radon-Nikodym Differentiation JMLR 2024 Beyond Normal: On the Evaluation of Mutual Information Estimators NeurIPS 2023 Diffeomorphic Information Neural Estimation AAAI 2023 Density Ratio Estimation via Infinitesimal Classification AISTATS 2022 Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NeurIPS 2022 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Featurized density ratio estimation UAI 2021 Improved Mutual Information Estimation AAAI 2021 Mutual Information Estimation using LSH Sampling IJCAI 2020 Neural Methods for Point-wise Dependency Estimation NeurIPS 2020 Telescoping Density-Ratio Estimation NeurIPS 2020 Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020 CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019 Practical and Consistent Estimation of f-Divergences NeurIPS 2019 Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NeurIPS 2016 Consistent Distribution-Free K-Sample and Independence Tests for Univariate Random Variables JMLR 2016 Exponential Concentration for Mutual Information Estimation with Application to Forests NeurIPS 2012 Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NeurIPS 2009