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Showing 2024 · math.OCShow all
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math.OC2024★ 1 cited
Accelerated Stochastic Gradient Method with Applications to Consensus Problem in Markov-Varying Networks
Vladimir Solodkin, Savelii Chezhegov, Ruslan Nazikov +2
Stochastic optimization is a vital field in the realm of mathematical optimization, finding applications in diverse areas ranging from operations research to machine learning. In t…
math.OC2024
Extragradient Sliding for Composite Non-Monotone Variational Inequalities
Roman Emelyanov, Andrey Tikhomirov, Aleksandr Beznosikov +1
Variational inequalities offer a versatile and straightforward approach to analyzing a broad range of equilibrium problems in both theoretical and practical fields. In this paper,…