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Fast Computation of Wasserstein Barycenters

16 October 2013

Papers citing "Fast Computation of Wasserstein Barycenters"

50 / 358 papers shown

Title
Differentiable Deep Clustering with Cluster Size Constraints Aude Genevay Gabriel Dulac-Arnold Jean-Philippe Vert 87 42 0 20 Oct 2019
Model Fusion via Optimal Transport Sidak Pal Singh Martin Jaggi MoMe FedML 442 267 0 12 Oct 2019
Tree-Wasserstein Barycenter for Large-Scale Multilevel Clustering and Scalable Bayes Tam Le Viet Huynh Nhat Ho Dinh Q. Phung M. Yamada 137 5 0 10 Oct 2019
Flow-based Alignment Approaches for Probability Measures in Different Spaces Tam Le Nhat Ho M. Yamada OT 593 0 0 10 Oct 2019
Validated Variational Inference via Practical Posterior Error Bounds Jonathan H. Huggins Mikolaj Kasprzak Trevor Campbell Tamara Broderick 147 37 0 09 Oct 2019
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning Haifeng Li Jun Liu Li-min Cui Haiyang Huang X. Tai 78 8 0 22 Sep 2019
On Efficient Multilevel Clustering via Wasserstein Distances Viet Huynh Nhat Ho Nhan Dam X. Nguyen Mikhail Yurochkin Hung Bui Dinh Q. Phung 109 7 0 19 Sep 2019
Metrics and barycenters for point pattern data Raoul Müller Dominic Schuhmacher J. Mateu 62 12 0 16 Sep 2019
Fast convergence of empirical barycenters in Alexandrov spaces and the Wasserstein space Thibaut Le Gouic Q. Paris Philippe Rigollet Austin J. Stromme 163 53 0 02 Aug 2019
Statistical data analysis in the Wasserstein space Jérémie Bigot 130 35 0 19 Jul 2019
optimalFlow: Optimal-transport approach to flow cytometry gating and population matching E. del Barrio Hristo Inouzhe Jean-Michel Loubes Carlos Matrán A. Mayo‐Iscar OOD OT 77 20 0 18 Jul 2019
Progressive Wasserstein Barycenters of Persistence Diagrams Jules Vidal J. Budin Julien Tierny 122 43 0 10 Jul 2019
Adversarial Computation of Optimal Transport Maps Jacob Leygonie Jennifer She Amjad Almahairi Sai Rajeswar Aaron Courville GAN OT 103 21 0 24 Jun 2019
GAIT: A Geometric Approach to Information Theory Jose Gallego-Posada Ankit Vani Max Schwarzer Simon Lacoste-Julien 102 8 0 19 Jun 2019
Local Bures-Wasserstein Transport: A Practical and Fast Mapping Approximation Andrés Hoyos-Idrobo OT 47 0 0 19 Jun 2019
On a Combination of Alternating Minimization and Nesterov's Momentum Sergey Guminov Pavel Dvurechensky N. Tupitsa Alexander Gasnikov ODL 239 47 0 09 Jun 2019
Learning Individual Causal Effects from Networked Observational Data Ruocheng Guo Wenlin Yao Huan Liu CML OOD 178 101 0 08 Jun 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm Giulia Luise Saverio Salzo Massimiliano Pontil C. Ciliberto 115 69 0 30 May 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem Dongdong Ge Haoyue Wang Zikai Xiong Yinyu Ye 92 28 0 30 May 2019
Differentiable Ranks and Sorting using Optimal Transport Marco Cuturi O. Teboul Jean-Philippe Vert OT 154 163 0 28 May 2019
A Graph Theoretic Additive Approximation of Optimal Transport Nathaniel Lahn Deepika Mulchandani S. Raghvendra OT 117 30 0 28 May 2019
Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter Wenshuo Guo Nhat Ho Michael I. Jordan OT 81 6 0 23 May 2019
Stochastically Dominant Distributional Reinforcement Learning John D. Martin Michal Lyskawinski Xiaohu Li Brendan Englot 127 24 0 17 May 2019
Geometric Losses for Distributional Learning A. Mensch Mathieu Blondel Gabriel Peyré 178 16 0 15 May 2019
Optimal Fusion of Elliptic Extended Target Estimates based on the Wasserstein DistanceFusion (FUSION), 2025 Kolja Thormann M. Baum 97 5 0 01 Apr 2019
Learning with Batch-wise Optimal Transport Loss for 3D Shape Recognition Lin Xu Han Sun Yuai Liu 3DPC 59 27 0 21 Mar 2019
Orthogonal Estimation of Wasserstein Distances Mark Rowland Jiri Hron Yunhao Tang K. Choromanski Tamás Sarlós Adrian Weller 174 47 0 09 Mar 2019
Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time Gabriel Huang Hugo Larochelle Simon Lacoste-Julien SSL OOD 181 21 0 22 Feb 2019
Wasserstein Barycenter Model Ensembling Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 99 27 0 13 Feb 2019
Minimax estimation of smooth densities in Wasserstein distance Jonathan Niles-Weed Quentin Berthet OT 152 43 0 05 Feb 2019
Tree-Sliced Variants of Wasserstein Distances Tam Le M. Yamada Kenji Fukumizu Marco Cuturi OT 175 87 0 01 Feb 2019
Approximation of Wasserstein distance with Transshipment Nicolas Papadakis OT 177 1 0 27 Jan 2019
Regularized Wasserstein Means for Aligning Distributional Data Liang Mi Wen Zhang Yalin Wang OOD 54 7 0 02 Dec 2018
Entropy-regularized Optimal Transport Generative Models Dong Liu Minh Thành Vu Saikat Chatterjee L. Rasmussen OT 51 5 0 16 Nov 2018
Semi-dual Regularized Optimal Transport Marco Cuturi Gabriel Peyré OT 202 55 0 13 Nov 2018
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties David Tellez G. Litjens J. A. van der Laak R. Tavenard F. Ciompi OT 142 141 0 07 Nov 2018
Probabilistic Multilevel Clustering via Composite Transportation Distance Nhat Ho Viet Huynh Dinh Q. Phung Michael I. Jordan 68 21 0 29 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 144 86 0 12 Sep 2018
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters Lei Yang Jia Li Defeng Sun Kim-Chuan Toh 123 36 0 12 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Hadrien Hendrikx Martin Jaggi OT 121 27 0 29 Aug 2018
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 151 43 0 23 Jun 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 218 72 0 19 Jun 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 116 107 0 11 Jun 2018
Obtaining fairness using optimal transport theory E. del Barrio Fabrice Gamboa Paula Gordaliza Jean-Michel Loubes FaML 263 191 0 08 Jun 2018
An explicit analysis of the entropic penalty in linear programming Jonathan Niles-Weed 197 49 0 05 Jun 2018
Sobolev Descent Youssef Mroueh Tom Sercu Anant Raj OT 86 1 0 30 May 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 113 135 0 30 May 2018
Bayesian Learning with Wasserstein Barycenters Julio D. Backhoff Veraguas J. Fontbona Gonzalo Rios Felipe A. Tobar 176 34 0 28 May 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 177 289 0 23 May 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport Théo Lacombe Marco Cuturi S. Oudot 122 75 0 22 May 2018