Publications associées à Conditional 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

Conditional mutual information

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Robust Generalization via $\alpha$-Mutual Information

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

Robust Generalization via f−Mutual Information

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

Strengthened Information-theoretic Bounds on the Generalization Error

Entropy and mutual information in models of deep neural networks

Reed-Muller codes polarize

Theoretical foundations of forward feature selection methods based on mutual information

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

Measuring transient phase-amplitude coupling using local mutual information

Robust Generalization via $\alpha$-Mutual Information

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

Robust Generalization via f−Mutual Information

Theoretical foundations of forward feature selection methods based on mutual information

Measuring transient phase-amplitude coupling using local mutual information

Reed-Muller codes polarize

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

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

Strengthened Information-theoretic Bounds on the Generalization Error

Entropy and mutual information in models of deep neural networks