Publications associées à Variation of information

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

Robust Generalization via $\alpha$-Mutual Information

Michael Christoph Gastpar, Amedeo Roberto Esposito, Ibrahim Issa

The aim of this work is to provide bounds connecting two probability measures of the same event using Rényi

\alpha

-Divergences and Sibson’s

\alpha

-Mutual Information, a generalization of respectively the Kullback-Leibler Divergence and Shannon’s Mutual ...

ETHZ2020

Variation of information

Graph Chatbot

Chattez avec Graph Search

Robust Generalization via $\alpha$-Mutual Information

Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation

Robust Generalization via f−Mutual Information

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

Strengthened Information-theoretic Bounds on the Generalization Error

Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method

Theoretical foundations of forward feature selection methods based on mutual information

Learning and Adaptive Data Analysis via Maximal Leakage

Measuring transient phase-amplitude coupling using local mutual information

Mutual Information for Low-Rank Even-Order Symmetric Tensor Factorization

Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

Strengthened Information-theoretic Bounds on the Generalization Error

Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method

Learning and Adaptive Data Analysis via Maximal Leakage

Measuring transient phase-amplitude coupling using local mutual information

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

Theoretical foundations of forward feature selection methods based on mutual information

Mutual Information for Low-Rank Even-Order Symmetric Tensor Factorization