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20212026
most citedDifferentially Private Federated Learning on Heterogeneous Data

25 citations · 27 across the 11 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023

Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters

Maxence Noble, Valentin De Bortoli, Arnaud Doucet +1

Multi-marginal Optimal Transport (mOT), a generalization of OT, aims at minimizing the integral of a cost function with respect to a distribution with some prescribed marginals. In…

math.PR2023

Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach

Giacomo Greco, Maxence Noble, Giovanni Conforti +1

Computational optimal transport (OT) has recently emerged as a powerful framework with applications in various fields. In this paper we focus on a relaxation of the original OT pro…