64 citations · 65 across the 2 of their papers we have counts for
2 papers
math.ST2023★ 1 cited
Sparsistency for Inverse Optimal Transport
Francisco Andrade, Gabriel Peyre, Clarice Poon
Optimal Transport is a useful metric to compare probability distributions and to compute a pairing given a ground cost. Its entropic regularization variant (eOT) is crucial to have…
math.OC2020★ 64 cited
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence
Lenaic Chizat, Pierre Roussillon, Flavien Léger +2
The squared Wasserstein distance is a natural quantity to compare probability distributions in a non-parametric setting. This quantity is usually estimated with the plug-in estimat…