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09/12/2023
The difference between structural counterfactuals and potential outcomes
Most of the literature on causality considers the structural framework o...
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06/28/2022
Diffeomorphic Registration using Sinkhorn Divergences
The diffeomorphic registration framework enables to define an optimal ma...
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02/16/2022
GAN Estimation of Lipschitz Optimal Transport Maps
This paper introduces the first statistically consistent estimator of th...
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08/30/2021
Transport-based Counterfactual Models
Counterfactual frameworks have grown popular in explainable and fair mac...
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02/17/2021