Chen, Caihua

1. On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks
   2020/02/27 by Zhao, Yue, Wu, Yuwei, Chen, Caihua +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. A Low-Rank ADMM Splitting Approach for Semidefinite Programming
   2024/03/14 by Han, Qiushi, Li, Chenxi, Lin, Zhenwei +5 · 4 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
3. Sparse Portfolio Selection via Quasi-Norm Regularization
   2013/12/22 by Chen, Caihua, Li, Xindan, Tolman, Caleb +2 · 1 citation
   #90B50 #90C05 #91G10 #FOS: Economics and business #FOS: Mathematics #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM)
4. Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine
   2020/10/24 by Li, Jiajin, Chen, Caihua, So, Anthony Man-Cho · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
5. 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
6. Accelerating Low-Rank Factorization-Based Semidefinite Programming Algorithms on GPU
   2024/07/21 by Han, Qiushi, Lin, Zhenwei, Liu, Hanwen +4 · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)