9 citations · 27 across the 11 of their papers we have counts for
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math.OC2022★ 1 cited
Zeroth-Order Stochastic Coordinate Methods for Decentralized Non-convex Optimization
Shengjun Zhang, Tan Shen, Hongwei Sun +3
In this letter, we first propose a \underline{Z}eroth-\underline{O}rder c\underline{O}ordinate \underline{M}ethod~(ZOOM) to solve the stochastic optimization problem over a decentr…
math.OC2022★ 1 cited
Communication Compression for Distributed Nonconvex Optimization
Xinlei Yi, Shengjun Zhang, Tao Yang +2
This paper considers distributed nonconvex optimization with the cost functions being distributed over agents. Noting that information compression is a key tool to reduce the heavy…