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A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

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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 Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Graph Chatbot

Chattez avec Graph Search

Spectral Estimators for High-Dimensional Matrix Inference

Distributional Regression and Autoregression via Optimal Transport

Multivariate time series forecasting for freeway networks

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

On the assessment of arterial compliance from carotid pressure waveform

Population pharmacokinetic model selection assisted by machine learning

Improve the Model Stability of Dam's Displacement Prediction Using a Numerical-Statistical Combined Model

Updated ATLAS of Biochemistry with New Metabolites and Improved Enzyme Prediction Power

Force Characterization Of Meso-Scale Haptic Devices

Distributional Regression and Autoregression via Optimal Transport

Travel Time Prediction for Congested Freeways With a Dynamic Linear Model

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

Spectral Estimators for High-Dimensional Matrix Inference

On the assessment of arterial compliance from carotid pressure waveform

Population pharmacokinetic model selection assisted by machine learning

Force Characterization Of Meso-Scale Haptic Devices

Improve the Model Stability of Dam's Displacement Prediction Using a Numerical-Statistical Combined Model

Updated ATLAS of Biochemistry with New Metabolites and Improved Enzyme Prediction Power