Publications associées à Laboratoire de systèmes d'information et d'inférence

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.

Convergence of adaptive algorithms for constrained weakly convex optimization

Volkan Cevher, Ahmet Alacaoglu, Yurii Malitskyi

We analyze the adaptive first order algorithm AMSGrad, for solving a constrained stochastic optimization problem with a weakly convex objective. We prove the

\tilde O(t^{-1/2})

rate of convergence for the squared norm of the gradient of Moreau envelope, ...

2021

Laboratoire de systèmes d'information et d'inférence

Graph Chatbot

Chattez avec Graph Search

Addressing fairness in classification with a model-agnostic multi-objective algorithm

Generalized parallel tempering on Bayesian inverse problems

Direction is what you need: Improving Word Embedding Compression in Large Language Models

Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours

Deep visual Re-identification with confidence

A unifying framework for form-finding and topology-finding of tensegrity structures

A fast spectral divide-and-conquer method for banded matrices

Locality defeats the curse of dimensionality in convolutional teacher-student scenarios

Generalization Comparison of Deep Neural Networks via Output Sensitivity

Convergence of adaptive algorithms for constrained weakly convex optimization

Direction is what you need: Improving Word Embedding Compression in Large Language Models

Convergence of adaptive algorithms for constrained weakly convex optimization

Generalized parallel tempering on Bayesian inverse problems

Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours

A unifying framework for form-finding and topology-finding of tensegrity structures

Deep visual Re-identification with confidence

Locality defeats the curse of dimensionality in convolutional teacher-student scenarios

Generalization Comparison of Deep Neural Networks via Output Sensitivity

A fast spectral divide-and-conquer method for banded matrices

Addressing fairness in classification with a model-agnostic multi-objective algorithm