Publications associées à Information-theoretic approach to embodied category learning

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

Information-theoretic approach to embodied category learning

Graph Chatbot

Chattez avec Graph Search

Investigating neural resource allocation in the sensorimotor control of extra limbs

Exploration-based model learning with self-attention for risk-sensitive robot control

Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining

AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition

A Functional Perspective on Information Measures

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

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

Mutual Information Disentangles Interactions from Changing Environments

Robust Generalization via $\alpha$-Mutual Information

Investigating neural resource allocation in the sensorimotor control of extra limbs

AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition

A Functional Perspective on Information Measures

Exploration-based model learning with self-attention for risk-sensitive robot control

Robust Generalization via $\alpha$-Mutual Information

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

Mutual Information Disentangles Interactions from Changing Environments

Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining

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