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Sparsest piecewise-linear regression of one-dimensional data

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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

Sparsest piecewise-linear regression of one-dimensional data

Graph Chatbot

Chattez avec Graph Search

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Acute TNF alpha levels predict cognitive impairment 6-9 months after COVID-19 infection

Fast screening of covariates in population models empowered by machine learning

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A Global-Local Approach For Detecting Hotspots In Multiple-Response Regression

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Improving sample and feature selection with principal covariates regression

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