conftrace_

local updates

10 papers

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Co-occurring keywords

distributed learning (563) stochastic gradient descent (1091) federated learning (1333) communication efficiency (297) heterogeneous datum (119) model synchronization (5) distributed optimization (275) decentralized optimization (113) linear speedup (16) gossip algorithm (17)

Papers

Ordered Local Momentum for Asynchronous Distributed Learning Under Arbitrary Delays AAAI 2026
Data Heterogeneity and Forgotten Labels in Split Federated Learning AAAI 2026
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data NIPS 2024
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms ICML 2022
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NIPS 2022
Asynchronous Decentralized SGD with Quantized and Local Updates NIPS 2021
Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms JMLR 2021
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives AISTATS 2019
Distributed Primal-Dual Optimization for Non-uniformly Distributed Data IJCAI 2018
Local Rules for Global MAP: When Do They Work ? NIPS 2009