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Single-linkage clustering for optimal classification in piecewise affine 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

Single-linkage clustering for optimal classification in piecewise affine regression

Graph Chatbot

Chattez avec Graph Search

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Distributional Regression and Autoregression via Optimal Transport

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Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis

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

Distribution-on-distribution regression via optimal transport maps

Distributional Regression and Autoregression via Optimal Transport

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

Plunge and rebound of a taxi market through COVID-19 lockdown: Lessons learned from Shenzhen, China

Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis

Modeling and Analyzing Inquiry Strategies in Open-Ended Learning Environments

Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome After Thrombectomy in Stroke

Fairness and Explainability in Clustering Problems

Planning urban proximities: An empirical analysis of how residential preferences conflict with the urban morphologies and residential practices