Distributed Computation of Wasserstein Barycenters over Networks

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Distributed Computation of Wasserstein Barycenters over Networks

8 March 2018

César A. Uribe

Pavel Dvurechensky

Alexander Gasnikov

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Papers citing "Distributed Computation of Wasserstein Barycenters over Networks"

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Title
FLECS-CGD: A Federated Learning Second-Order Framework via Compression and Sketching with Compressed Gradient Differences A. Agafonov Brahim Erraji Martin Takáč FedML 103 4 0 18 Oct 2022
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem Yiling Xie Yiling Luo X. Huo 104 10 0 02 Mar 2022
First-Order Methods for Convex Optimization Pavel Dvurechensky Mathias Staudigl Shimrit Shtern ODL 98 26 0 04 Jan 2021
Distributed Wasserstein Barycenters via Displacement Interpolation Pedro Cisneros-Velarde Francesco Bullo 56 3 0 15 Dec 2020
Stochastic Saddle-Point Optimization for Wasserstein Barycenters D. Tiapkin Alexander Gasnikov Pavel Dvurechensky 84 7 0 11 Jun 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm Tianyi Lin Nhat Ho Xi Chen Marco Cuturi Michael I. Jordan 193 53 0 12 Feb 2020
On a Combination of Alternating Minimization and Nesterov's Momentum Sergey Guminov Pavel Dvurechensky N. Tupitsa Alexander Gasnikov ODL 169 45 0 09 Jun 2019
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters Lei Yang Jia Li Defeng Sun Kim-Chuan Toh 62 36 0 12 Sep 2018
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks César A. Uribe Soomin Lee Alexander Gasnikov A. Nedić 127 137 0 03 Sep 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 88 106 0 11 Jun 2018