339 citations · 2.5k across the 73 of their papers we have counts for
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math.OC2015★ 35 cited
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data
Mingyi Hong, Meisam Razaviyayn, Zhi-Quan Luo +1
This article presents a powerful algorithmic framework for big data optimization, called the Block Successive Upper bound Minimization (BSUM). The BSUM includes as special cases ma…
math.OC2015★ 13 cited
On the Efficiency of Random Permutation for ADMM and Coordinate Descent
Ruoyu Sun, Zhi-Quan Luo, Yinyu Ye
Random permutation is observed to be powerful for optimization algorithms: for multi-block ADMM (alternating direction method of multipliers), while the classical cyclic version di…