Tan, Hong Ye

1. Provably Convergent Plug-and-Play Quasi-Newton Methods
   2023/03/09 by Tan, Hong Ye, Mukherjee, Subhadip, Tang, Junqi +1 · 7 citations
   #49J52 #49M15 #65K15 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
   2024/04/08 by Hong Ye Tan, Tan, Hong Ye, Ziruo Cai +9 · 2 citations
   Computer Science · Engineering · Mathematics · #62C12 #62F15 #65C40 #65J22 #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Methodology (stat.ME) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
3. Noise-Free Sampling Algorithms via Regularized Wasserstein Proximals
   2023/08/28 by Hong Ye Tan, Tan, Hong Ye, Stanley Osher +3 · 2 citations
   Computer Science · Mathematics · #62G07 #65C05 #Computation (stat.CO) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
4. Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging
   2023/11/15 by Marcello Carioni, Subhadip Mukherjee, Carioni, Marcello +5 · 1 citation
   Engineering · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques