Caihua Chen

1. The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
   2014/10/16 by Caihua Chen, Bingsheng He, Yinyu Ye +1 · 45 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Structural Health Monitoring Techniques
2. Fast Epigraphical Projection-based Incremental Algorithms for\n Wasserstein Distributionally Robust Support Vector Machine
   2020/10/24 by Jiajin Li, Caihua Chen, Li, Jiajin +3 · 1 citation
   Computer Science · Engineering · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Point processes and geometric inequalities #Sparse and Compressive Sensing Techniques
3. Extended ADMM and BCD for Nonseparable Convex Minimization Models with Quadratic Coupling Terms: Convergence Analysis and Insights
   2015/08/02 by Caihua Chen, Chen, Caihua, Min Li +5 · 1 citation
   Computer Science · Engineering · Mathematics · #65K05 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques