1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.OC2022
Alternating direction method of multipliers for convex programming: a lift-and-permute scheme
Shiru Li, Yong Xia, Tao Zhang
A lift-and-permute scheme of alternating direction method of multipliers (ADMM) is proposed for linearly constrained convex programming. It contains not only the newly developed ba…
math.OC2022
Simultaneous perturbation stochastic approximation: towards one-measurement per iteration
Shiru Li, Yong Xia, Zi Xu
When measuring the value of a function to be minimized is not only expensive but also with noise, the popular simultaneous perturbation stochastic approximation (SPSA) algorithm re…
math.OC2021★ 1 cited
A new Barzilai-Borwein steplength from the viewpoint of total least squares
Shiru Li, Yong Xia
Barzilai-Borwein (BB) steplength is a popular choice in gradient descent method. By observing that the two existing BB steplengths correspond to the ordinary and the data least squ…