Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration

26 May 2017

Papers citing "Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration"

12 / 112 papers shown

Title
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 30 70 0 02 Nov 2018
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 15 106 0 30 Oct 2018
Empirical Regularized Optimal Transport: Statistical Theory and Applications M. Klatt Carla Tameling Axel Munk OT 44 59 0 23 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 35 84 0 12 Sep 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 29 71 0 25 Jun 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 33 69 0 19 Jun 2018
An explicit analysis of the entropic penalty in linear programming Jonathan Niles-Weed 31 47 0 05 Jun 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 24 130 0 30 May 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 17 198 0 29 May 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 27 266 0 23 May 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport Théo Lacombe Marco Cuturi S. Oudot 19 70 0 22 May 2018
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 41 135 0 07 Aug 2017