5 citations · 10 across the 3 of their papers we have counts for
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cs.LG2019
On the Convergence of SARAH and Beyond
Bingcong Li, Meng Ma, Georgios B. Giannakis
The main theme of this work is a unifying algorithm, \textbf{L}oop\textbf{L}ess \textbf{S}ARAH (L2S) for problems formulated as summation of individual loss functions. L2S broa…
math.OC2019★ 2 cited
Tight Linear Convergence Rate of ADMM for Decentralized Optimization
Meng Ma, Bingcong Li, Georgios B. Giannakis
The present paper considers leveraging network topology information to improve the convergence rate of ADMM for decentralized optimization, where networked nodes work collaborative…