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Stochastic Wasserstein Barycenters

15 February 2018

Papers citing "Stochastic Wasserstein Barycenters"

37 / 37 papers shown

Title
Differentially Private Wasserstein Barycenters Anming Gu Sasidhar Kunapuli Mark Bun Edward Chien Kristjan Greenewald OT 66 0 0 03 Oct 2025
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres Samuel Howard Peter Potaptchik George Deligiannidis OT 112 0 0 20 Jun 2025
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 213 1 0 28 Jun 2024
An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem Chao Zhang Hui Qian Jiahao Xie 68 1 0 23 Apr 2023
Doubly Regularized Entropic Wasserstein Barycenters Lénaïc Chizat 144 15 0 21 Mar 2023
Concentration of empirical barycenters in metric spaces Victor-Emmanuel Brunel Jordan Serres 164 5 0 02 Mar 2023
Scalable multi-class sampling via filtered sliced optimal transport Corentin Salaün Iliyan Georgiev Hans-Peter Seidel Gurprit Singh 103 24 0 08 Nov 2022
An Optimal Transport Approach to Personalized Federated Learning Farzan Farnia Amirhossein Reisizadeh Ramtin Pedarsani Ali Jadbabaie OT OOD FedML 139 18 0 06 Jun 2022
Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer Beatrice Acciaio Anastasis Kratsios G. Pammer OOD 236 27 0 31 Jan 2022
Measure Estimation in the Barycentric Coding Model Matthew Werenski Ruijie Jiang Abiy Tasissa Shuchin Aeron James M. Murphy 148 15 0 28 Jan 2022
Variational Wasserstein Barycenters with c-Cyclical Monotonicity Jinjin Chi Zhiyao Yang Jihong Ouyang Ximing Li 147 6 0 22 Oct 2021
Fixed Support Tree-Sliced Wasserstein Barycenter Yuki Takezawa Ryoma Sato Zornitsa Kozareva Sujith Ravi M. Yamada 129 16 0 08 Sep 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 174 80 0 04 Jul 2021
Learning to Generate Wasserstein Barycenters Julien Lacombe Julie Digne Nicolas Courty Nicolas Bonneel 99 12 0 24 Feb 2021
Wasserstein k-means with sparse simplex projectionInternational Conference on Pattern Recognition (ICPR), 2022 Takumi Fukunaga Hiroyuki Kasai 90 13 0 25 Nov 2020
Continuous Regularized Wasserstein BarycentersNeural Information Processing Systems (NeurIPS), 2025 Lingxiao Li Aude Genevay Mikhail Yurochkin Justin Solomon 130 51 0 28 Aug 2020
Estimating Barycenters of Measures in High Dimensions Samuel N. Cohen Michael Arbel M. Deisenroth 238 25 0 14 Jul 2020
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks JiaoJiao Fan Amirhossein Taghvaei Yongxin Chen 189 60 0 08 Jul 2020
Augmented Sliced Wasserstein DistancesInternational Conference on Learning Representations (ICLR), 2025 Xiongjie Chen Yongxin Yang Yunpeng Li 127 20 0 15 Jun 2020
Stochastic Saddle-Point Optimization for Wasserstein Barycenters D. Tiapkin Alexander Gasnikov Pavel Dvurechensky 103 7 0 11 Jun 2020
Variational Wasserstein Barycenters for Geometric Clustering Liang Mi 109 3 0 24 Feb 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm Tianyi Lin Nhat Ho Xi Chen Marco Cuturi Michael I. Jordan 410 53 0 12 Feb 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 90 27 0 28 Jan 2020
Gradient descent algorithms for Bures-Wasserstein barycenters Sinho Chewi Tyler Maunu Philippe Rigollet Austin J. Stromme 168 91 0 06 Jan 2020
Validated Variational Inference via Practical Posterior Error Bounds Jonathan H. Huggins Mikolaj Kasprzak Trevor Campbell Tamara Broderick 159 37 0 09 Oct 2019
GAIT: A Geometric Approach to Information Theory Jose Gallego-Posada Ankit Vani Max Schwarzer Simon Lacoste-Julien 106 8 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
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm Giulia Luise Saverio Salzo Massimiliano Pontil C. Ciliberto 119 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
Learning Embeddings into Entropic Wasserstein Spaces Charlie Frogner F. Mirzazadeh Justin Solomon 94 33 0 08 May 2019
Semi-dual Regularized Optimal Transport Marco Cuturi Gabriel Peyré OT 202 55 0 13 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
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
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
Distributed Computation of Wasserstein Barycenters over Networks César A. Uribe D. Dvinskikh Pavel Dvurechensky Alexander Gasnikov A. Nedić 100 54 0 08 Mar 2018
Optimal Transport on Discrete Domains Justin Solomon OT 115 67 0 23 Jan 2018