Publications associées à Quantum mutual information

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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

Quantum mutual information

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A Functional Perspective on Information Measures

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

Subadditivity Beyond Trees and the Chi-Squared Mutual Information

Statistical Physics Methods for Community Detection

High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning

Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information

Uncovering the Physics of Frustrated Quantum Magnets using the Correlation Density Matrix Approach

Sharp Bounds for Optimal Decoding of Low Density Parity Check Codes

Sharp Bounds for Optimal Decoding of Low-Density Parity-Check Codes

Subadditivity Beyond Trees and the Chi-Squared Mutual Information

Statistical Physics Methods for Community Detection

High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning

Robust Generalization via f−Mutual Information

Robust Generalization via $\alpha$-Mutual Information

Sharp Bounds for Optimal Decoding of Low Density Parity Check Codes

Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information

Uncovering the Physics of Frustrated Quantum Magnets using the Correlation Density Matrix Approach

A Functional Perspective on Information Measures

Sharp Bounds for Optimal Decoding of Low-Density Parity-Check Codes