Fast Computation of Wasserstein Barycenters

16 October 2013

Papers citing "Fast Computation of Wasserstein Barycenters"

20 / 20 papers shown

Title
Liouville PDE-based sliced-Wasserstein flow for fair regression Pilhwa Lee Jayshawn Cooper 71 0 0 22 May 2025
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 128 1 0 04 Oct 2024
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport Siqi Zeng Sixian Du M. Yamada Han Zhao OT 75 1 0 04 Oct 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 84 1 0 28 Jun 2024
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 149 0 0 03 Jun 2024
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space Yiheng Jiang Sinho Chewi Aram-Alexandre Pooladian 114 8 0 05 Dec 2023
Hilbert's projective metric for functions of bounded growth and exponential convergence of Sinkhorn's algorithm Stephan Eckstein 76 7 0 07 Nov 2023
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data Mouad El Bouchattaoui Myriam Tami Benoit Lepetit P. Cournède CML OOD 160 2 0 16 Oct 2023
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 89 2 0 02 Oct 2023
Wasserstein Embedding for Graph Learning Soheil Kolouri Navid Naderializadeh Gustavo K. Rohde Heiko Hoffmann GNN 64 88 0 16 Jun 2020
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 77 89 0 21 May 2017
Fréchet Means and Procrustes Analysis in Wasserstein Space Y. Zemel V. Panaretos 64 113 0 24 Jan 2017
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 85 100 0 05 Sep 2012
Sparse projections onto the simplex Anastasios Kyrillidis Stephen Becker Volkan Cevher Christoph Koch 87 94 0 07 Jun 2012
Super-Samples from Kernel Herding Yutian Chen Max Welling Alex Smola 156 338 0 15 Mar 2012
Ground Metric Learning Marco Cuturi D. Avis 92 106 0 11 Oct 2011
f-divergence estimation and two-sample homogeneity test under semiparametric density-ratio models Takafumi Kanamori Taiji Suzuki Masashi Sugiyama 86 70 0 24 Oct 2010
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 231 2,360 0 15 May 2008
Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaïd Harchaoui Francis R. Bach Eric Moulines 109 118 0 07 Apr 2008