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On the sensitivity of buildings to climate

Publications associées (175)

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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

On the sensitivity of buildings to climate

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Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

On distributional autoregression and iterated transportation

Distributional Regression and Autoregression via Optimal Transport

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Robust discrete choice models with t-distributed kernel errors

Traversing Time Dependent Light Fields for Daylight Glare Evaluation

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

A Study on Gradient-based Meta-learning for Robust Deep Digital Twins

EAST discharge prediction without integrating simulation results (vol 62, 126060, 2022)

Distribution-on-distribution regression via optimal transport maps

Distributional Regression and Autoregression via Optimal Transport

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Robust discrete choice models with t-distributed kernel errors

EAST discharge prediction without integrating simulation results (vol 62, 126060, 2022)

Traversing Time Dependent Light Fields for Daylight Glare Evaluation

On distributional autoregression and iterated transportation

Distribution-on-distribution regression via optimal transport maps

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

A Study on Gradient-based Meta-learning for Robust Deep Digital Twins