Stochastic Optimization for Large-scale Optimal Transport

Stochastic Optimization for Large-scale Optimal Transport

27 May 2016

Francis R. Bach

Papers citing "Stochastic Optimization for Large-scale Optimal Transport"

16 / 16 papers shown

Title
Linear Partial Gromov-Wasserstein Embedding Yikun Bai Abihith Kothapalli Hengrong Du Rocio Diaz Martin Soheil Kolouri 49 0 0 22 Oct 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 66 1 0 28 Jun 2024
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 120 0 0 03 Jun 2024
A Full Adagrad algorithm with O(Nd) operations Antoine Godichon-Baggioni Wei Lu Bruno Portier ODL 75 0 0 03 May 2024
Hilbert's projective metric for functions of bounded growth and exponential convergence of Sinkhorn's algorithm Stephan Eckstein 49 7 0 07 Nov 2023
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 78 2 0 02 Oct 2023
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 67 37 0 24 Sep 2021
From optimal transport to generative modeling: the VEGAN cookbook Olivier Bousquet Sylvain Gelly Ilya O. Tolstikhin Carl-Johann Simon-Gabriel B. Schoelkopf OT 47 147 0 22 May 2017
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 33 89 0 21 May 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 143 4,822 0 26 Jan 2017
Wasserstein Training of Boltzmann Machines G. Montavon K. Müller Marco Cuturi 26 17 0 07 Jul 2015
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 43 598 0 17 Jun 2015
Non-parametric Stochastic Approximation with Large Step sizes Aymeric Dieuleveut Francis R. Bach 43 169 0 02 Aug 2014
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 257 1,246 0 10 Sep 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 146 4,210 0 04 Jun 2013
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 176 2,352 0 15 May 2008