Publications associées à Direct optimisation of a multilayer perceptron for the estimation of cepstral mean and variance statistics

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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

Direct optimisation of a multilayer perceptron for the estimation of cepstral mean and variance statistics

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A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning

Stochastic distributed learning with gradient quantization and double-variance reduction

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

Learning multivariate new physics

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

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

Cover: A Cluster-Based Variance Reduced Method For Online Learning

Predicting polymorphism in molecular crystals using orientational entropy

Entropy as a tool for crystal discovery

Stochastic distributed learning with gradient quantization and double-variance reduction

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

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

Cover: A Cluster-Based Variance Reduced Method For Online Learning

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning

Learning multivariate new physics

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

Predicting polymorphism in molecular crystals using orientational entropy