Wenpin Tang
- The Poisson binomial distribution -- Old & New
2019/08/27 by Wenpin Tang, Fengmin Tang, Tang, Wenpin +1 · 6 citations
Computer Science · Mathematics · #Advanced Combinatorial Mathematics #Advanced Mathematical Identities #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Other Statistics (stat.OT) #Probability (math.PR)
- Exploratory HJB equations and their convergence
2021/09/21 by Wenpin Tang, Paul Yuming Zhang, Tang, Wenpin +3 · 6 citations
Decision Sciences · Mathematics · #35F21 #60J60 #93E15 #93E20 #Advanced Bandit Algorithms Research #Analysis of PDEs (math.AP) #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Probability (math.PR)
- Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond
2024/03/10 by Wenpin Tang, Tang, Wenpin, Zhou, Fuzhong · 10 citations
Computer Science · #Advanced Mathematical Modeling in Engineering
- Exploratory HJB Equations and Their Convergence
2022/11/11 by Wenpin Tang, Yuming Paul Zhang, Xun Yu Zhou · 6 citations
- Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial
2024/02/12 by Wenpin Tang, Tang, Wenpin, Hanyang Zhao +1 · 8 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Mathematics #History and Overview (math.HO) #Machine Learning (cs.LG) #Simulation Techniques and Applications #Statistical and Computational Modeling
- The Poisson Binomial Distribution— Old & New
2023/02/01 by Wenpin Tang, Fengmin Tang · 5 citations
- Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
2025/02/03 by Hanyang Zhao, Haoxian Chen, Zhao, Hanyang +7 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Stock Market Forecasting Methods
- Policy Optimization for Continuous Reinforcement Learning
2023/05/30 by Hanyang Zhao, Zhao, Hanyang, Wenpin Tang +3 · 4 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms
- RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization
2024/10/05 by Hanyang Zhao, Zhao, Hanyang, Genta Indra Winata +11 · 5 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences
- Bayesian Geostatistics Using Predictive Stacking
2023/04/24 by Lu Zhang, Wenpin Tang, Zhang, Lu +3 · 3 citations
Computer Science · Engineering · Environmental Science · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Geochemistry and Geologic Mapping #Methodology (stat.ME) #Mineral Processing and Grinding #Soil Geostatistics and Mapping #Statistics Theory (math.ST)
- Policy iteration for the deterministic control problems -- a viscosity approach
2023/01/01 by Wenpin Tang, Tang, Wenpin, Yuming Paul Zhang +2 · 2 citations
Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Gas Dynamics and Kinetic Theory
- Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning
2024/09/12 by Hanyang Zhao, Haoxian Chen, Zhao, Hanyang +7 · 3 citations
Computer Science · #Reinforcement Learning in Robotics
- A Continuous-Time Reinforcement Learning Framework for Fine-Tuning Discrete Diffusion Models
2026/07/16 by Zikun Zhang, Jiayuan Sheng, David D. Yao +1
#cs.LG