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Multimedia and food chain modelling of toxics for comparative risk and life cycle impact assessment

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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

Multimedia and food chain modelling of toxics for comparative risk and life cycle impact assessment

Graph Chatbot

Chat with Graph Search

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

Distributional Regression and Autoregression via Optimal Transport

Distribution-on-distribution regression via optimal transport maps

Modeling of Stream Metabolism from Reach-scale to the Scale of Entire River Networks

Identification of optimal measurement points for energy monitoring of industrial processes: The case of milk powder production

Understanding the reconstruction of personal networks through residential trajectories

Carbon fluxes and productivity regimes in Alpine streams

Assessing the responses of Sphagnum micro-eukaryotes to climate changes using high throughput sequencing

Noninvasive estimation of aortic hemodynamics and cardiac contractility using machine learning

Understanding the Reconstruction of Personal Networks Through Residential Trajectories

Carbon fluxes and productivity regimes in Alpine streams

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

Identification of optimal measurement points for energy monitoring of industrial processes: The case of milk powder production

Modeling of Stream Metabolism from Reach-scale to the Scale of Entire River Networks

Understanding the reconstruction of personal networks through residential trajectories

Understanding the Reconstruction of Personal Networks Through Residential Trajectories

Distributional Regression and Autoregression via Optimal Transport

Noninvasive estimation of aortic hemodynamics and cardiac contractility using machine learning

Assessing the responses of Sphagnum micro-eukaryotes to climate changes using high throughput sequencing

Distribution-on-distribution regression via optimal transport maps