Concept

Indecomposable distribution

Publications associées (250)

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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

Indecomposable distribution

Graph Chatbot

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Distributionally Robust Linear Quadratic Control

Distributional Regression and Autoregression via Optimal Transport

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Considerations on the partial safety factor format for reinforced concrete structures accounting for multiple failure modes

fGOT: Graph Distances Based on Filters and Optimal Transport

Distributionally Robust Linear Quadratic Control

Distributional Regression and Autoregression via Optimal Transport

Assessment of the Lightning Performance of overhead distribution lines based on Lightning Location Systems data

Minimax rate for optimal transport regression between distributions

Considerations on the partial safety factor format for reinforced concrete structures accounting for multiple failure modes

Statistical limits of dictionary learning: Random matrix theory and the spectral replica method

Distribution-on-distribution regression via optimal transport maps

On Approximations of Data-Driven Chance Constrained Programs over Wasserstein Balls