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Optimized Gradient Tracking for Decentralized Online Learning

By Shivangi Dubey Sharma and Ketan Rajawat at
LogoIndian Institute of Technology Kanpur
This work considers the problem of decentralized online learning, where the goal is to track the optimum of the sum of time-varying functions, distributed across several nodes in a network. The local availability of the functions and their gradients necessitates coordination and consensus among the nodes. We put forth the... Show more
February 13, 2024
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