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Why Don't Pesticide Applicators Protect Themselves?

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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

Why Don't Pesticide Applicators Protect Themselves?

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Machine learning models for prediction of electrochemical properties in supercapacitor electrodes using MXene and graphene nanoplatelets

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Spatial Distributions of Diarrheal Cases in Relation to Housing Conditions in Informal Settlements: A Cross-Sectional Study in Abidjan, Côte d’Ivoire

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

Environmental determinants of access to shared sanitation in informal settlements: a cross-sectional study in Abidjan and Nairobi

Distributional Regression and Autoregression via Optimal Transport

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

Associations between urinary biomarkers of oxidative stress and biomarkers of tobacco smoke exposure in smokers

Daily Contributors of Tinnitus Loudness and Distress: An Ecological Momentary Assessment Study

Distribution-on-distribution regression via optimal transport maps

Machine learning models for prediction of electrochemical properties in supercapacitor electrodes using MXene and graphene nanoplatelets

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Spatial Distributions of Diarrheal Cases in Relation to Housing Conditions in Informal Settlements: A Cross-Sectional Study in Abidjan, Côte d’Ivoire

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

Distributional Regression and Autoregression via Optimal Transport

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

Daily Contributors of Tinnitus Loudness and Distress: An Ecological Momentary Assessment Study

Distribution-on-distribution regression via optimal transport maps

Associations between urinary biomarkers of oxidative stress and biomarkers of tobacco smoke exposure in smokers

Environmental determinants of access to shared sanitation in informal settlements: a cross-sectional study in Abidjan and Nairobi