Publications associées à Wavelet packet best basis search using generalized Renyi entropy

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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

Wavelet packet best basis search using generalized Renyi entropy

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Information Spectrum Converse for Minimum Entropy Couplings and Functional Representations

A Functional Perspective on Information Measures

From Generalisation Error to Transportation-cost Inequalities and Back

From Data to Decisions: Distributionally Robust Optimization is Optimal

Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain

Robust Generalization via f−Mutual Information

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks

Robust Generalization via $\alpha$-Mutual Information

Generalized maximum entropy estimation

Statistical Aspects of Wasserstein Distances

From Data to Decisions: Distributionally Robust Optimization is Optimal

A Functional Perspective on Information Measures

Information Spectrum Converse for Minimum Entropy Couplings and Functional Representations

Robust Generalization via $\alpha$-Mutual Information

Statistical Aspects of Wasserstein Distances

From Generalisation Error to Transportation-cost Inequalities and Back

Generalized maximum entropy estimation

Robust Generalization via f−Mutual Information

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks

Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain