Publications associées à On the Submodularity of Linear Experimental Design

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

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

On the Submodularity of Linear Experimental Design

Graph Chatbot

Chattez avec Graph Search

The Gray-Wyner Network and Wyner's Common Information for Gaussian Sources

A Functional Perspective on Information Measures

Mutual information in changing environments: Nonlinear interactions, out-of-equilibrium systems, and continuously varying diffusivities

A Comparison of optimal measurement-system design with engineering judgement for bridge load testing

Mutual Information Disentangles Interactions from Changing Environments

Performance guarantees of forward and reverse greedy algorithms for minimizing nonsupermodular nonsubmodular functions on a matroid

Robust Generalization via $\alpha$-Mutual Information

Actuator Placement under Structural Controllability using Forward and Reverse Greedy Algorithms

Strengthened Information-theoretic Bounds on the Generalization Error

Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method

The Gray-Wyner Network and Wyner's Common Information for Gaussian Sources

A Functional Perspective on Information Measures

Mutual information in changing environments: Nonlinear interactions, out-of-equilibrium systems, and continuously varying diffusivities

Performance guarantees of forward and reverse greedy algorithms for minimizing nonsupermodular nonsubmodular functions on a matroid

Strengthened Information-theoretic Bounds on the Generalization Error

Actuator Placement under Structural Controllability using Forward and Reverse Greedy Algorithms

A Comparison of optimal measurement-system design with engineering judgement for bridge load testing

Mutual Information Disentangles Interactions from Changing Environments

Robust Generalization via $\alpha$-Mutual Information

Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method