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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

Spectral Estimators for High-Dimensional Matrix Inference

Multivariate time series forecasting for freeway networks

Distributional Regression and Autoregression via Optimal Transport

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

Force Characterization Of Meso-Scale Haptic Devices

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

Population pharmacokinetic model selection assisted by machine learning

On the assessment of arterial compliance from carotid pressure waveform

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