Acceleration in Distributed Optimization under Similarity

Acceleration in Distributed Optimization under Similarity

24 October 2021

Helena Lofstrom

Alexander Gasnikov

Papers citing "Acceleration in Distributed Optimization under Similarity"

12 / 12 papers shown

Title
Distributed Optimization via Energy Conservation Laws in Dilated Coordinates Mayank Baranwal Kushal Chakrabarti 16 0 0 28 Sep 2024
Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning Dmitry Bylinkin Kirill Degtyarev Aleksandr Beznosikov FedML 34 0 0 22 Sep 2024
Stabilized Proximal-Point Methods for Federated Optimization Xiaowen Jiang Anton Rodomanov Sebastian U. Stich FedML 44 1 0 09 Jul 2024
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity Qihao Zhou Haishan Ye Luo Luo 24 0 0 25 May 2024
Federated Optimization with Doubly Regularized Drift Correction Xiaowen Jiang Anton Rodomanov Sebastian U. Stich FedML 17 6 0 12 Apr 2024
Optimal Data Splitting in Distributed Optimization for Machine Learning Daniil Medyakov Gleb Molodtsov Aleksandr Beznosikov Alexander Gasnikov 18 1 0 15 Jan 2024
On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach Yan Huang Jinming Xu 25 2 0 12 Jun 2023
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis Dachao Lin Yuze Han Haishan Ye Zhihua Zhang 19 11 0 15 Apr 2023
Faster federated optimization under second-order similarity Ahmed Khaled Chi Jin FedML 50 17 0 06 Sep 2022
Compression and Data Similarity: Combination of Two Techniques for Communication-Efficient Solving of Distributed Variational Inequalities Aleksandr Beznosikov Alexander Gasnikov 19 10 0 19 Jun 2022
Optimal Gradient Sliding and its Application to Distributed Optimization Under Similarity D. Kovalev Aleksandr Beznosikov Ekaterina Borodich Alexander Gasnikov G. Scutari 33 12 0 30 May 2022
Acceleration Methods Alexandre d’Aspremont Damien Scieur Adrien B. Taylor 143 97 0 23 Jan 2021