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math.OC2017★ 13 cited
Incremental Subgradient Methods for Minimizing The Sum of Quasi-convex Functions
Yaohua Hu, Carisa Kwok Wai Yu, Xiaoqi Yang
The sum of ratios problem has a variety of important applications in economics and management science, but it is difficult to globally solve this problem. In this paper, we conside…
math.OC2017
Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems
Yaohua Hu, Chong Li, Kaiwen Meng +1
The regularization problem with has been widely studied for finding sparse solutions of linear inverse problems and gained successful applications in various mat…