Xu, Hong-Kun
- Convergence of Bregman alternating direction method with multipliers for nonconvex composite problems
2014/10/31 by Fenghui Wang, Zongben Xu, Wang, Fenghui +4 · 11 citations
Computer Science · Engineering · Mathematics · #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #math.OC
- Convergence Analysis of the Frank-Wolfe Algorithm and Its Generalization in Banach Spaces
2017/10/19 by Hong‐Kun Xu, Xu, Hong-Kun · 1 citation
Computer Science · Engineering · Mathematics · #49M37 #65K05 #90C25 #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Convergence analysis of the Halpern iteration with adaptive anchoring parameters
2025/05/16 by Songnian He, Hong-Kun Xu, He, Songnian +5 · 3 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques