Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem

30 May 2019

Dongdong Ge

Papers citing "Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem"

21 / 21 papers shown

Title
Probabilistic Multilevel Clustering via Composite Transportation Distance Nhat Ho Viet Huynh Dinh Q. Phung Michael I. Jordan 31 21 0 29 Oct 2018
Wasserstein Distributionally Robust Kalman Filtering Soroosh Shafieezadeh-Abadeh Viet Anh Nguyen Daniel Kuhn Peyman Mohajerin Esfahani 53 100 0 24 Sep 2018
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters Lei Yang Jia Li Defeng Sun Kim-Chuan Toh 38 36 0 12 Sep 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
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets Rui Gao Liyan Xie Yao Xie Huan Xu OOD 49 70 0 27 May 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport Théo Lacombe Marco Cuturi S. Oudot 59 71 0 22 May 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 57 79 0 19 May 2018
Stochastic Wasserstein Barycenters Sebastian Claici Edward Chien Justin Solomon 56 71 0 15 Feb 2018
Multilevel Clustering via Wasserstein Means Nhat Ho X. Nguyen Mikhail Yurochkin Hung Bui Viet Huynh Dinh Q. Phung 49 148 0 13 Jun 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 66 592 0 26 May 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 83 564 0 24 May 2017
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 77 89 0 21 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 201 9,546 0 31 Mar 2017
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 73 466 0 27 May 2016
A fixed-point approach to barycenters in Wasserstein space P. C. Álvarez-Esteban E. del Barrio J. A. Cuesta-Albertos Carlos Matrán 49 191 0 17 Nov 2015
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support Jianbo Ye Panruo Wu Jianmin Wang Jia Li 40 132 0 30 Sep 2015
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 57 602 0 17 Jun 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 97 740 0 16 Oct 2013
Bregman Alternating Direction Method of Multipliers Huahua Wang A. Banerjee 75 206 0 13 Jun 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 212 4,259 0 04 Jun 2013
Convergence of latent mixing measures in finite and infinite mixture models X. Nguyen 96 184 0 15 Sep 2011