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Effects of dinoseb on the life cycle of Daphnia magna : modeling survival time and a proposal for an alternative to the no-observed-effect concentration

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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

Effects of dinoseb on the life cycle of Daphnia magna : modeling survival time and a proposal for an alternative to the no-observed-effect concentration

Graph Chatbot

Chattez avec Graph Search

Random matrix methods for high-dimensional machine learning models

Distributional Regression and Autoregression via Optimal Transport

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

Stable Nonconvex-Nonconcave Training via Linear Interpolation

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

Distribution-on-distribution regression via optimal transport maps

On Linear Interpolation in the Latent Space of Deep Generative Models

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach

Remarks on Poincare and interpolation estimates for Truncated Hierarchical B-splines

Integrating the Finite Element Method with a Data-Driven Approach for Dam Displacement Prediction

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

Distributional Regression and Autoregression via Optimal Transport

Random matrix methods for high-dimensional machine learning models

Stable Nonconvex-Nonconcave Training via Linear Interpolation

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

Remarks on Poincare and interpolation estimates for Truncated Hierarchical B-splines

On Linear Interpolation in the Latent Space of Deep Generative Models

Integrating the Finite Element Method with a Data-Driven Approach for Dam Displacement Prediction

Distribution-on-distribution regression via optimal transport maps

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach