Resource-adaptive Newton's method for distributed learning

DOI10.1007/978-3-031-49190-0_24MaRDI QIDQ6591485

Dongxiao Yu, Yuan Yuan, Shuzhen Chen, Youming Tao, Zhipeng Cai

Publication date: 22 August 2024

zbMATH Keywords

Newton's methoddistributed learningdata heterogeneityresource-adaptationsub-model diversity

Mathematics Subject Classification ID

Discrete mathematics in relation to computer science (68Rxx)

Cites Work

• Title not available (Why is that?)
• A stochastic quasi-Newton method for large-scale optimization
• Introduction to Nonlinear Optimization
• Advances and Open Problems in Federated Learning
• A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent
• Variance-reduced stochastic quasi-Newton methods for decentralized learning

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