Concept

Régression locale

Publications associées (90)

Graph Chatbot

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.

Connectez-vous pour utiliser Chat avec Graph Search

Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

Régression locale

Graph Chatbot

Chattez avec Graph Search

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Distributional Regression and Autoregression via Optimal Transport

Climatic and Economic Background Determine the Disparities in Urbanites’ Expressed Happiness during the Summer Heat

Local Kernel Regression and Neural Network Approaches to the Conformational Landscapes of Oligopeptides

Minimax rate for optimal transport regression between distributions

Distribution-on-distribution regression via optimal transport maps

Inference and Computation for Sparsely Sampled Random Surfaces

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees

Gaussian Process Regression for Materials and Molecules

Deep Learning with Convolutional Neural Network for Proportional Control of Finger Movements from surface EMG Recordings

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Distributional Regression and Autoregression via Optimal Transport

Inference and Computation for Sparsely Sampled Random Surfaces

Local Kernel Regression and Neural Network Approaches to the Conformational Landscapes of Oligopeptides

Gaussian Process Regression for Materials and Molecules

Distribution-on-distribution regression via optimal transport maps

Minimax rate for optimal transport regression between distributions

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees

Climatic and Economic Background Determine the Disparities in Urbanites’ Expressed Happiness during the Summer Heat

Deep Learning with Convolutional Neural Network for Proportional Control of Finger Movements from surface EMG Recordings