Publications associées à Divergence (statistiques)

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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 (statistiques)

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Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts

Robust Generalization via f−Mutual Information

Robust Generalization via $\alpha$-Mutual Information

Entropy as a tool for crystal discovery

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

Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization

An adaptive primal-dual framework for nonsmooth convex minimization

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

A structural test for the conformal invariance of the critical 3d Ising model

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts

Robust Generalization via f−Mutual Information

Fast Mean Estimation with Sub-Gaussian Rates

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Entropy as a tool for crystal discovery

A structural test for the conformal invariance of the critical 3d Ising model

An adaptive primal-dual framework for nonsmooth convex minimization

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

Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization

Robust Generalization via $\alpha$-Mutual Information