Byzantine-robust loopless stochastic variance-reduced gradient

DOI10.1007/978-3-031-35305-5_3zbMath1528.90189arXiv2303.04560OpenAlexW4381956520MaRDI QIDQ6134045

Nikita Fedin, Eduard Gorbunov

Publication date: 21 August 2023

Published in: Mathematical Optimization Theory and Operations Research (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2303.04560

zbMATH Keywords

stochastic optimizationvariance reductiondistributed optimizationByzantine-robustness

Mathematics Subject Classification ID

Convex programming (90C25) Stochastic programming (90C15)

Cites Work

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• Lectures on convex optimization
• Robust Stochastic Approximation Approach to Stochastic Programming
• The Byzantine Generals Problem
• Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization
• Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks
• Brief Announcement
• Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming
• Understanding Machine Learning
• Some methods of speeding up the convergence of iteration methods
• A Stochastic Approximation Method

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