Wenpin Tang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Continuous State Spaces

Differential Equations

Gaussian Processes

Reinforcement Learning

Top Venues

SIAM J. Control. Optim.

J. Appl. Probab.

Publications

Wenpin Tang, Hanyang Zhao
Score-based Diffusion Models via Stochastic Differential Equations - a Technical Tutorial. CoRR (2024)
Wenpin Tang, Hanyang Zhao
Contractive Diffusion Probabilistic Models. CoRR (2024)
Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
Mallows-DPO: Fine-Tune Your LLM with Preference Dispersions. CoRR (2024)
Wenpin Tang
Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond. CoRR (2024)
Wenpin Tang, David D. Yao
Transaction fee mechanism for Proof-of-Stake protocol. CoRR (2023)
Didong Li, Wenpin Tang, Sudipto Banerjee
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds. J. Mach. Learn. Res. 24 (2023)
Hanyang Zhao, Wenpin Tang, David D. Yao
Policy Optimization for Continuous Reinforcement Learning. CoRR (2023)
Hanyang Zhao, Wenpin Tang, David D. Yao
Policy Optimization for Continuous Reinforcement Learning. NeurIPS (2023)
Wenpin Tang, Hung Vinh Tran, Yuming Paul Zhang
Policy iteration for the deterministic control problems - a viscosity approach. CoRR (2023)
Wenpin Tang, Yuming Paul Zhang, Xun Yu Zhou
Exploratory HJB Equations and Their Convergence. SIAM J. Control. Optim. 60 (6) (2022)
Wenpin Tang, Xiao Xu, Xun Yu Zhou
Asset selection via correlation blockmodel clustering. Expert Syst. Appl. 195 (2022)
Xin Guo, Wenpin Tang, Renyuan Xu
A Class of Stochastic Games and Moving Free Boundary Problems. SIAM J. Control. Optim. 60 (2) (2022)
Xiao Fang, Han L. Gan, Susan Holmes, Haiyan Huang, Erol Peköz, Adrian Röllin, Wenpin Tang
Arcsine laws for random walks generated from random permutations with applications to genomics. J. Appl. Probab. 58 (4) (2021)
Wenpin Tang, Xin Guo, Fengmin Tang
The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application. ICML (2020)
Wenpin Tang
Learning an arbitrary mixture of two multinomial logits. CoRR (2020)
Xin Guo, Jiequn Han, Wenpin Tang
Perturbed gradient descent with occupation time. CoRR (2020)
Wenpin Tang
Exponential ergodicity and convergence for generalized reflected Brownian motion. Queueing Syst. Theory Appl. 92 (1-2) (2019)
Wenpin Tang
Mallows ranking models: maximum likelihood estimate and regeneration. ICML (2019)
Xin Guo, Fengmin Tang, Wenpin Tang
Consistency of the Buckley-Osthus model and the hierarchical preferential attachment model. CoRR (2019)