Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein

Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein

28 January 2022

Laetitia Meng-Papaxanthos

Charlotte Bunne

Papers citing "Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein"

15 / 15 papers shown

Title
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 169 0 0 18 May 2025
Improved learning theory for kernel distribution regression with two-stage sampling François Bachoc Louis Bethune Alberto González Sanz Jean-Michel Loubes 118 2 0 28 Jan 2025
Wasserstein Flow Matching: Generative modeling over families of distributions Doron Haviv Aram-Alexandre Pooladian Dana Peér Brandon Amos OOD 60 1 0 01 Nov 2024
Learning signals defined on graphs with optimal transport and Gaussian process regression Raphael Carpintero Perez Sébastien da Veiga Josselin Garnier B. Staber 152 1 0 21 Oct 2024
Zero-Shot Offline Imitation Learning via Optimal Transport Thomas Rupf Marco Bagatella Nico Gürtler Jonas Frey Georg Martius OffRL 363 0 0 11 Oct 2024
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs M. Scetbon Gabriel Peyré Marco Cuturi OT 49 61 0 02 Jun 2021
Low-Rank Sinkhorn Factorization M. Scetbon Marco Cuturi Gabriel Peyré 50 59 0 08 Mar 2021
Differentiable Ranks and Sorting using Optimal Transport Marco Cuturi O. Teboul Jean-Philippe Vert OT 64 158 0 28 May 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem Gonzalo E. Mena Jonathan Niles-Weed OT 48 166 0 28 May 2019
Sample Complexity of Sinkhorn divergences Aude Genevay Lénaïc Chizat Francis R. Bach Marco Cuturi Gabriel Peyré OT 70 286 0 05 Oct 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 60 130 0 30 May 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 269 619 0 22 Sep 2016
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 151 1,142 0 07 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 178 4,251 0 04 Jun 2013
Ranking via Sinkhorn Propagation Ryan P. Adams R. Zemel 88 147 0 09 Jun 2011