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math.OC2019★ 16 cited
Derivative-Free Method For Composite Optimization With Applications To Decentralized Distributed Optimization
Aleksandr Beznosikov, Eduard Gorbunov, Alexander Gasnikov
In this paper, we propose a new method based on the Sliding Algorithm from Lan(2016, 2019) for the convex composite optimization problem that includes two terms: smooth one and non…
math.OC2019★ 16 cited
Projected Gradient Method for Decentralized Optimization over Time-Varying Networks
Alexander Rogozin, Alexander Gasnikov
Decentralized distributed optimization over time-varying graphs (networks) is nowadays a very popular branch of research in optimization theory and consensus theory. One of the mot…