Publication

Performance of two model-free data interpretation methods for continuous monitoring of structures under environmental variations

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

Performance of two model-free data interpretation methods for continuous monitoring of structures under environmental variations

Graph Chatbot

Chattez avec Graph Search

Distributional Regression and Autoregression via Optimal Transport

Small area vulnerability, household food insecurity and child malnutrition in Medellin, Colombia: results from a repeated cross-sectional study

Neural controlled differential equations for crop classification

Physics-Inspired Structural Representations for Molecules and Materials

Privacy-preserving semi-parallel logistic regression training with fully homomorphic encryption

Fast Automatic Smoothing for Generalized Additive Models

Data-Interpretation Methodologies for Practical Asset-Management

Data-driven reduced order modeling for time-dependent problems

COLA: Decentralized Linear Learning

A Practical Engineering Approach to Interpreting Measurement Data in Uncertain Contexts

Small area vulnerability, household food insecurity and child malnutrition in Medellin, Colombia: results from a repeated cross-sectional study

Neural controlled differential equations for crop classification

Distributional Regression and Autoregression via Optimal Transport

Fast Automatic Smoothing for Generalized Additive Models

Data-Interpretation Methodologies for Practical Asset-Management

COLA: Decentralized Linear Learning

Data-driven reduced order modeling for time-dependent problems

A Practical Engineering Approach to Interpreting Measurement Data in Uncertain Contexts

Privacy-preserving semi-parallel logistic regression training with fully homomorphic encryption

Physics-Inspired Structural Representations for Molecules and Materials