[其他] ICML-ADOM Accelerated Decentralized Optimization Method for Time-Varying Ne ... [推广有奖]

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发表于 2025-8-11 10:01:55 |AI写论文

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ADOM: Accelerated Decentralized Optimization Method
            for Time-Varying Networks

   Dmitry Kovalev 1 Egor Shulgin 1 Peter Richtarik 1 Alexander Rogozin 2 3 Alexander Gasnikov 2 3

         Abstract
We propose ADOM – an accelerated method for
smooth and strongly convex decentralized opti-
mization over time-varying networks. ADOM
uses a dual oracle, i.e., we assume access to the
gradient of the Fenchel conjugate of the individ- ...