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Analysing the effects of residential mobility behaviours on the composition of personal network in Switzerland

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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

Analysing the effects of residential mobility behaviours on the composition of personal network in Switzerland

Graph Chatbot

Chattez avec Graph Search

Distributional Regression and Autoregression via Optimal Transport

Distribution-on-distribution regression via optimal transport maps

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models

Physics-Inspired Structural Representations for Molecules and Materials

Socioeconomically Disadvantaged Neighborhoods Face Increased Persistence of SARS-CoV-2 Clusters

Exploring causalities between modal habits, activity scheduling, and multi-day locational practices.

Bayesian modeling of brain function and behavior

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

Adaptive hot water production based on Supervised Learning

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

Distributional Regression and Autoregression via Optimal Transport

Exploring causalities between modal habits, activity scheduling, and multi-day locational practices.

Distribution-on-distribution regression via optimal transport maps

Bayesian modeling of brain function and behavior

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models

Socioeconomically Disadvantaged Neighborhoods Face Increased Persistence of SARS-CoV-2 Clusters

Physics-Inspired Structural Representations for Molecules and Materials

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

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

Adaptive hot water production based on Supervised Learning