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Mutual Information Estimation

To estimate mutual information from samples, specially for high-dimensional variables.

Papers

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Showing 31–40 of 91 papers

TitleStatusHype
Disentangled Noisy Correspondence Learning—0
Causal Order Identification to Address Confounding: Binary Variables—0
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation—0
A Quantitative Metric for Privacy Leakage in Federated Learning—0
Meta-Statistical Learning: Supervised Learning of Statistical Inference—0
Deep Spectral Clustering using Dual Autoencoder Network—0
A Perspective on Neural Capacity Estimation: Viability and Reliability—0
A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation—0
Decomposed Mutual Information Estimation for Contrastive Representation Learning—0
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation—0
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