Publications associées à Dimension-free Information Concentration via Exp-Concavity

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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

Dimension-free Information Concentration via Exp-Concavity

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A Functional Perspective on Information Measures

Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise

Measurement in the Age of Information

Differential Entropy of the Conditional Expectation under Gaussian Noise

A methodology to design measurement systems when multiple model classes are plausible

Robust Generalization via $\alpha$-Mutual Information

Double-Loop Unadjusted Langevin Algorithm

Tighter thermodynamic bound on the speed limit in systems with unidirectional transitions

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

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

A Functional Perspective on Information Measures

Differential Entropy of the Conditional Expectation under Gaussian Noise

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

A methodology to design measurement systems when multiple model classes are plausible

Tighter thermodynamic bound on the speed limit in systems with unidirectional transitions

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

Robust Generalization via $\alpha$-Mutual Information

Measurement in the Age of Information

Double-Loop Unadjusted Langevin Algorithm

Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise