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cs.DC2023
Coded Distributed Image Classification
Jiepeng Tang, Navneet Agrawal, Slawomir Stanczak +1
In this paper, we present a coded computation (CC) scheme for distributed computation of the inference phase of machine learning (ML) tasks, specifically, the task of image classif…
math.OC2023
Distributed Convex Optimization "Over-the-Air" in Dynamic Environments
Navneet Agrawal, Renato L. G. Cavalcante, Masahiro Yukawa +1
This paper presents a decentralized algorithm for solving distributed convex optimization problems in dynamic networks with time-varying objectives. The unique feature of the algor…