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A New Learning Method for Piecewise Linear Regression

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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

A New Learning Method for Piecewise Linear Regression

Graph Chatbot

Chattez avec Graph Search

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Improving sample and feature selection with principal covariates regression