Subspace Robust Wasserstein Distances

25 January 2019

Papers citing "Subspace Robust Wasserstein Distances"

18 / 18 papers shown

Title
Massively scalable Sinkhorn distances via the Nyström method Jason M. Altschuler Francis R. Bach Alessandro Rudi Jonathan Niles-Weed 48 110 0 12 Dec 2018
Sample Complexity of Sinkhorn divergences Aude Genevay Lénaïc Chizat Francis R. Bach Marco Cuturi Gabriel Peyré OT 75 288 0 05 Oct 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 152 69 0 19 Jun 2018
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model Soheil Kolouri Phillip E. Pope Charles E. Martin Gustavo K. Rohde 36 94 0 05 Apr 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang Alex Schwing GAN 55 226 0 29 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 222 2,148 0 01 Mar 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 147 1,244 0 26 Dec 2017
Smooth and Sparse Optimal Transport Mathieu Blondel Vivien Seguy Antoine Rolet OT 59 175 0 17 Oct 2017
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 197 421 0 01 Jul 2017
Frank-Wolfe Algorithms for Saddle Point Problems Gauthier Gidel Tony Jebara Simon Lacoste-Julien 79 71 0 25 Oct 2016
Regularized Optimal Transport and the Rot Mover's Distance Arnaud Dessein Nicolas Papadakis Jean-Luc Rouas OT 79 84 0 20 Oct 2016
Wasserstein Discriminant Analysis Rémi Flamary Marco Cuturi Nicolas Courty A. Rakotomamonjy 93 103 0 29 Aug 2016
Sliced Wasserstein Kernels for Probability Distributions Soheil Kolouri Yang Zou Gustavo K. Rohde 39 161 0 10 Nov 2015
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 179 1,143 0 07 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013
Learning Probability Measures with respect to Optimal Transport Metrics Guillermo D. Cañas Lorenzo Rosasco OT 85 101 0 05 Sep 2012
Ground Metric Learning Marco Cuturi D. Avis 92 106 0 11 Oct 2011
Explicit Approximations of the Gaussian Kernel Andrew Cotter Joseph Keshet Nathan Srebro 84 60 0 21 Sep 2011