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A Comparison of Freeway Work Zone Capacity Prediction Models

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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 Comparison of Freeway Work Zone Capacity Prediction Models

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Distributional Regression and Autoregression via Optimal Transport

Quantification of the Phenomena Affecting Reflective Arterial Photoplethysmography

Small area vulnerability, household food insecurity and child malnutrition in Medellin, Colombia: results from a repeated cross-sectional study

Multivariate time series forecasting for freeway networks

Distribution-on-distribution regression via optimal transport maps

Travel Time Prediction for Congested Freeways With a Dynamic Linear Model

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

Prediction Error–Based Parameter Estimation for Multi-Region MFD Networks

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

Understanding the reconstruction of personal networks through residential trajectories

Distributional Regression and Autoregression via Optimal Transport

Quantification of the Phenomena Affecting Reflective Arterial Photoplethysmography

Small area vulnerability, household food insecurity and child malnutrition in Medellin, Colombia: results from a repeated cross-sectional study

Distribution-on-distribution regression via optimal transport maps

Multivariate time series forecasting for freeway networks

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

Travel Time Prediction for Congested Freeways With a Dynamic Linear Model

Prediction Error–Based Parameter Estimation for Multi-Region MFD Networks

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

Understanding the reconstruction of personal networks through residential trajectories