6 citations · 23 across the 10 of their papers we have counts for
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math.ST2022★ 4 cited
Optimal transport map estimation in general function spaces
Vincent Divol, Jonathan Niles-Weed, Aram-Alexandre Pooladian
We study the problem of estimating a function given independent samples from a distribution and from the pushforward distribution . This setting is motivated by…
math.OC2022★ 6 cited
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps
Aram-Alexandre Pooladian, Marco Cuturi, Jonathan Niles-Weed
Estimating optimal transport (OT) maps (a.k.a. Monge maps) between two measures and is a problem fraught with computational and statistical challenges. A promising approach…