On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond

6 August 2019

Papers citing "On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond"

13 / 13 papers shown

Title
A Unified Theory of Stochastic Proximal Point Methods without Smoothness Peter Richtárik Abdurakhmon Sadiev Yury Demidovich 85 4 0 24 May 2024
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis Dachao Lin Yuze Han Haishan Ye Zhihua Zhang 94 12 0 15 Apr 2023
Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities Aleksandr Beznosikov Martin Takáč Alexander Gasnikov 86 11 0 15 Feb 2023
Sharper Analysis for Minibatch Stochastic Proximal Point Methods: Stability, Smoothness, and Deviation Xiao-Tong Yuan P. Li 89 2 0 09 Jan 2023
Faster federated optimization under second-order similarity Ahmed Khaled Chi Jin FedML 100 19 0 06 Sep 2022
Scalable K-FAC Training for Deep Neural Networks with Distributed Preconditioning Lin Zhang Shaoshuai Shi Wei Wang Yue Liu 70 10 0 30 Jun 2022
Compression and Data Similarity: Combination of Two Techniques for Communication-Efficient Solving of Distributed Variational Inequalities Aleksandr Beznosikov Alexander Gasnikov 60 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 72 13 0 30 May 2022
Acceleration in Distributed Optimization under Similarity Helena Lofstrom G. Scutari Tianyue Cao Alexander Gasnikov 79 28 0 24 Oct 2021
Robust Distributed Optimization With Randomly Corrupted Gradients Berkay Turan César A. Uribe Hoi-To Wai M. Alizadeh 63 17 0 28 Jun 2021
Data-Free Knowledge Distillation for Heterogeneous Federated Learning Zhuangdi Zhu Junyuan Hong Jiayu Zhou FedML 90 667 0 20 May 2021
Newton Method over Networks is Fast up to the Statistical Precision Amir Daneshmand G. Scutari Pavel Dvurechensky Alexander Gasnikov 72 22 0 12 Feb 2021
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization Hadrien Hendrikx Lin Xiao Sébastien Bubeck Francis R. Bach Laurent Massoulie 74 58 0 25 Feb 2020