Wang, Bingyan

1. Robust Matrix Completion with Heavy-tailed Noise
   2022/06/09 by Bingyan Wang, Wang, Bingyan, Jianqing Fan +1 · 3 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
2. Knowledge Enhanced Semantic Communication Receiver
   2023/02/13 by Bingyan Wang, Rongpeng Li, Wang, Bingyan +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification
3. Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model
   2021/05/28 by Bingyan Wang, Yuling Yan, Wang, Bingyan +3 · 2 citations
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Statistics Theory (math.ST)
4. Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution Under Random Designs
   2020/08/04 by Yuxin Chen, Jianqing Fan, Chen, Yuxin +5 · 2 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Advanced Image Processing Techniques