Publications associées à Divergence de Bregman

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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

Divergence de Bregman

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From Generalisation Error to Transportation-cost Inequalities and Back

On the commutativity of flows of rough vector fields

Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage

Locally Differentially-Private Randomized Response for Discrete Distribution Learning

Many-body localization in a fragmented Hilbert space

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

Fast Mean Estimation with Sub-Gaussian Rates

A sequence-dependent coarse-grain model of B-DNA with explicit description of bases and phosphate groups parametrised from large scale Molecular Dynamics simulations

Entropy as a tool for crystal discovery

On the commutativity of flows of rough vector fields

Fast Mean Estimation with Sub-Gaussian Rates

Entropy as a tool for crystal discovery

Many-body localization in a fragmented Hilbert space

From Generalisation Error to Transportation-cost Inequalities and Back

Robust Generalization via f−Mutual Information

Locally Differentially-Private Randomized Response for Discrete Distribution Learning

Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage

A sequence-dependent coarse-grain model of B-DNA with explicit description of bases and phosphate groups parametrised from large scale Molecular Dynamics simulations

Robust Generalization via $\alpha$-Mutual Information