E. Barrio

activity

20172022

most citedReview of Mathematical frameworks for Fairness in Machine Learning

20 citations · 59 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.PR2022★ 1 cited

Central Limit Theorems for Semidiscrete Wasserstein Distances

Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes

We prove a Central Limit Theorem for the empirical optimal transport cost, $\frac{nm}{n + m} {T_{c} (P_{n}, Q_{m}) - T_{c} (P, Q)}$ , in the semi discrete case, i.e when…

math.PR2021

A Central Limit Theorem for Semidiscrete Wasserstein Distances

Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes

We address the problem of proving a Central Limit Theorem for the empirical optimal transport cost, $n {T_{c} (P_{n}, Q) - W_{c} (P, Q)}$ , in the semi discrete case…