10 citations · 17 across the 16 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2017
Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
The notion of entropy-regularized optimal transport, also known as Sinkhorn divergence, has recently gained popularity in machine learning and statistics, as it makes feasible the…
math.ST2016★ 10 cited
Penalized Barycenters in the Wasserstein Space
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
In this paper, a regularization of Wasserstein barycenters for random measures supported on is introduced via convex penalization. The existence and uniqueness of…