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Régression linéaire

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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

Régression linéaire

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Optimal regimes for algorithm-assisted human decision-making

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Distributional Regression and Autoregression via Optimal Transport

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Monopoly Pricing with Unknown Demand

Quantification of the Phenomena Affecting Reflective Arterial Photoplethysmography

Distributional Regression and Autoregression via Optimal Transport

A graph convolutional autoencoder approach to model order reduction for parametrized PDEs

On the influence of flow-front orientation on stringer stiffened composite panels in water impacts

Parental status and markers of brain and cellular age: A 3D convolutional network and classification study

Valence can control the nonexponential viscoelastic relaxation of multivalent reversible gels

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Optimal regimes for algorithm-assisted human decision-making

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