12 citations · 79 across the 29 of their papers we have counts for
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math.OC2021★ 10 cited
Communication-Efficient Distributed SGD with Compressed Sensing
Yujie Tang, Vikram Ramanathan, Junshan Zhang +1
We consider large scale distributed optimization over a set of edge devices connected to a central server, where the limited communication bandwidth between the server and edge dev…
math.OC2021
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters
Xin Chen, Yujie Tang, Na Li
Single-point zeroth-order optimization (SZO) is useful in solving online black-box optimization and control problems in time-varying environments, as it queries the function value…
math.OC2021★ 2 cited
Model-Free Optimal Voltage Control via Continuous-Time Zeroth-Order Methods
Xin Chen, Jorge I. Poveda, Na Li
In power distribution systems, the growing penetration of renewable energy resources brings new challenges to maintaining voltage safety, which is further complicated by the limite…