Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems

10 November 2020

Papers citing "Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems"

9 / 9 papers shown

HOME-3: High-Order Momentum Estimator with Third-Power Gradient for Convex and Smooth Nonconvex Optimization

282

16 May 2025

Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum

374

17 Apr 2025

WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average

354

27 May 2024

Robust Decentralized Learning with Local Updates and Gradient Tracking

Sajjad Ghiasvand

Amirhossein Reisizadeh

Mahnoosh Alizadeh

Ramtin Pedarsani

458

02 May 2024

An Accelerated Distributed Stochastic Gradient Method with Momentum

Kun-Yen Huang

Shi Pu

Angelia Nedić

393

15 Feb 2024

Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex OptimizationAAAI Conference on Artificial Intelligence (AAAI), 2023

211

18 Oct 2023

A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2023

Tesi Xiao

Xuxing Chen

Krishnakumar Balasubramanian

Saeed Ghadimi

274

20 Feb 2023

An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022

Le‐Yu Chen

Haishan Ye

Luo Luo

533

05 Dec 2022

Secure Distributed Optimization Under Gradient AttacksIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022

Shuhua Yu

S. Kar

292

28 Oct 2022