3 citations · 5 across the 2 of their papers we have counts for
2 papers
math.OC2020★ 2 cited
SPAN: A Stochastic Projected Approximate Newton Method
Xunpeng Huang, Xianfeng Liang, Zhengyang Liu +4
Second-order optimization methods have desirable convergence properties. However, the exact Newton method requires expensive computation for the Hessian and its inverse. In this pa…
cs.LG2017★ 3 cited
Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization
Yue Yu, Longbo Huang
We consider the stochastic composition optimization problem proposed in \cite{wang2017stochastic}, which has applications ranging from estimation to statistical and machine learnin…