Zuowei Shen

1. A Singular Value Thresholding Algorithm for Matrix Completion
   2008/10/18 by Jian‐Feng Cai, Cai, Jian-Feng, Emmanuel J. Candès +3 · 53 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
2. Neural Network Architecture Beyond Width and Depth
   2022/05/19 by Zuowei Shen, Haizhao Yang, Shijun Zhang · 1 voice · 4 citations
   #cs.LG #stat.ML
3. Deep Learning via Dynamical Systems: An Approximation Perspective
   2019/12/22 by Qianxiao Li, Ting Lin, Li, Qianxiao +3 · 12 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks #Optimization and Control (math.OC)
4. Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth
   2021/01/01 by Zuowei Shen, Haizhao Yang, Shijun Zhang · 7 citations
   Computer Science · #Face and Expression Recognition #Machine Learning and ELM #Neural Networks and Applications
5. A framelet-based image inpainting algorithm
   2007/11/29 by Jian-Feng Cai, Jian‐Feng Cai, Raymond H. Chan +1 · 4 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
6. Interpolation, Approximation and Controllability of Deep Neural Networks
   2023/09/12 by Jingpu Cheng, Qianxiao Li, Cheng, Jingpu +5 · 4 citations
   Computer Science · Physics and Astronomy · #41A05 #68T07 #93B05 #Adversarial Robustness in Machine Learning #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
7. Deep Network Approximation for Smooth Functions
   2021/01/01 by Jianfeng Lu, Zuowei Shen, Haizhao Yang +1 · 1 citation
8. Deep Neural Network Approximation of Invariant Functions through Dynamical Systems
   2022/08/18 by Qianxiao Li, Ting Lin, Li, Qianxiao +3 · 2 citations
   Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)