Jian‐Feng Cai

1. A Singular Value Thresholding Algorithm for Matrix Completion
   2008/10/18 by Jian‐Feng Cai, Emmanuel J. Candès, Cai, Jian-Feng +3 · 33 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
2. Guarantees of Riemannian Optimization for Low Rank Matrix Recovery
   2015/11/05 by Ke Wei, Jian‐Feng Cai, Wei, Ke +5 · 2 citations
   Engineering · Physics and Astronomy · #Sparse and Compressive Sensing Techniques #Microwave Imaging and Scattering Analysis #Random lasers and scattering media
3. Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections
   2018/11/22 by Jian‐Feng Cai, Li Dong, Cai, Jian-Feng +5 · 2 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Microwave Imaging and Scattering Analysis
4. Spectral Compressed Sensing via Projected Gradient Descent
   2017/07/31 by Jian‐Feng Cai, Tianming Wang, Cai, Jian-Feng +3 · 2 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Mathematics #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
5. Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional (d≥ 2) Off-the-Grid Frequencies
   2013/12/02 by Weiyu Xu, Xu, Weiyu, Jian‐Feng Cai +7 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
6. Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach
   2017/11/04 by Weiyu Xu, Xu, Weiyu, Jirong Yi +9 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #Ultrasonics and Acoustic Wave Propagation