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03/27/2020
A Hybrid-Order Distributed SGD Method for Non-Convex Optimization to Balance Communication Overhead, Computational Complexity, and Convergence Rate
In this paper, we propose a method of distributed stochastic gradient de...
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10/22/2019
Parallel Stochastic Optimization Framework for Large-Scale Non-Convex Stochastic Problems
In this paper, we consider the problem of stochastic optimization, where...
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09/17/2019
Efficient, Fair and QoS-Aware Policies for Wirelessly Powered Communication Networks
Wireless power transfer (WPT) is a viable source of energy for wirelessl...
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05/15/2019
An Energy-Efficient Controller for Wirelessly-Powered Communication Networks
In a wirelessly-powered communication network (WPCN), an energy access p...
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04/16/2018