Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm

Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm

30 May 2019

Massimiliano Pontil

Papers citing "Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm"

19 / 19 papers shown

Title
Geometric Losses for Distributional Learning A. Mensch Mathieu Blondel Gabriel Peyré 130 15 0 15 May 2019
Wasserstein Barycenter Model Ensembling Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 57 25 0 13 Feb 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 58 527 0 18 Oct 2018
Sample Complexity of Sinkhorn divergences Aude Genevay Lénaïc Chizat Francis R. Bach Marco Cuturi Gabriel Peyré OT 75 288 0 05 Oct 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 37 105 0 11 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 217 2,147 0 01 Mar 2018
Stochastic Wasserstein Barycenters Sebastian Claici Edward Chien Justin Solomon 56 71 0 15 Feb 2018
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 173 629 0 01 Jun 2017
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 77 89 0 21 May 2017
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 104 735 0 31 May 2016
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 73 466 0 27 May 2016
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support Jianbo Ye Panruo Wu Jianmin Wang Jia Li 40 132 0 30 Sep 2015
Fast Optimal Transport Averaging of Neuroimaging Data Alexandre Gramfort Gabriel Peyré Marco Cuturi OT 58 115 0 30 Mar 2015
Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering Simon Lacoste-Julien Fredrik Lindsten Francis R. Bach 120 82 0 09 Jan 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 97 740 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013
On the Equivalence between Herding and Conditional Gradient Algorithms Francis R. Bach Simon Lacoste-Julien G. Obozinski 166 169 0 20 Mar 2012
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 216 530 0 03 Mar 2010
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 208 745 0 30 Jul 2009