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A new model for TBM performance prediction in blocky rock conditions

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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

A new model for TBM performance prediction in blocky rock conditions

Graph Chatbot

Chat with Graph Search

Distributional Regression and Autoregression via Optimal Transport

Roles of Clinical Features and Chest CT in Predicting the Outcomes of Hospitalized Patients with COVID-19 Developing AKI

Acute TNF alpha levels predict cognitive impairment 6-9 months after COVID-19 infection

Distribution-on-distribution regression via optimal transport maps

Learning Finance with Games: An Empirical Study

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models

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

Numerical investigation on the volute cutwater for pumps running in turbine mode

Functional lagged regression with sparse noisy observations

Force Characterization Of Meso-Scale Haptic Devices

Acute TNF alpha levels predict cognitive impairment 6-9 months after COVID-19 infection

Functional lagged regression with sparse noisy observations

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models

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

Numerical investigation on the volute cutwater for pumps running in turbine mode

Force Characterization Of Meso-Scale Haptic Devices

Distributional Regression and Autoregression via Optimal Transport

Learning Finance with Games: An Empirical Study

Roles of Clinical Features and Chest CT in Predicting the Outcomes of Hospitalized Patients with COVID-19 Developing AKI