Wenpin Tang

Wenpin Tang

Columbia University in the City of New York

H-index: 11

North America-United States

About Wenpin Tang

Wenpin Tang, With an exceptional h-index of 11 and a recent h-index of 9 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Probability Theory, Stochastic Processes, Statistics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Contractive diffusion probabilistic models

Discrete-time simulated annealing: A convergence analysis via the Eyring–Kramers law

Trading and wealth evolution in the Proof of Stake protocol

Policy optimization for continuous reinforcement learning

Score-based Diffusion Models via Stochastic Differential Equations--a Technical Tutorial

Polynomial voting rules

Exact Bayesian Geostatistics Using Predictive Stacking

Inference for Gaussian processes with Matérn covariogram on compact Riemannian manifolds

Wenpin Tang Information

University

Position

Assistant Professor

Citations(all)

354

Citations(since 2020)

307

Cited By

114

hIndex(all)

11

hIndex(since 2020)

9

i10Index(all)

11

i10Index(since 2020)

8

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Wenpin Tang Skills & Research Interests

Probability Theory

Stochastic Processes

Statistics

Machine Learning

Top articles of Wenpin Tang

Title

Journal

Author(s)

Publication Date

Contractive diffusion probabilistic models

arXiv preprint arXiv:2401.13115

Wenpin Tang

Hanyang Zhao

2024/1/23

Discrete-time simulated annealing: A convergence analysis via the Eyring–Kramers law

Numerical Algebra, Control and Optimization

Wenpin Tang

Yuhang Wu

Xun Yu Zhou

2024/4/8

Trading and wealth evolution in the Proof of Stake protocol

arXiv preprint arXiv:2308.01803

Wenpin Tang

2023/8/3

Policy optimization for continuous reinforcement learning

Advances in Neural Information Processing Systems

Hanyang Zhao

Wenpin Tang

David Yao

2024/2/13

Score-based Diffusion Models via Stochastic Differential Equations--a Technical Tutorial

arXiv preprint arXiv:2402.07487

Wenpin Tang

Hanyang Zhao

2024/2/12

Polynomial voting rules

Mathematics of Operations Research

Wenpin Tang

David D Yao

2024/2/7

Exact Bayesian Geostatistics Using Predictive Stacking

arXiv preprint arXiv:2304.12414

Lu Zhang

Wenpin Tang

Sudipto Banerjee

2023/4/24

Inference for Gaussian processes with Matérn covariogram on compact Riemannian manifolds

Journal of Machine Learning Research

Didong Li

Wenpin Tang

Sudipto Banerjee

2023

One-dependent colorings of the star graph

The Annals of Applied Probability

Thomas M Liggett

Wenpin Tang

2023/12

The convergence rate of vanishing viscosity approximations for mean field games

arXiv preprint arXiv:2303.14560

Wenpin Tang

Yuming Paul Zhang

2023/3/25

Transaction fee mechanism for proof-of-stake protocol

arXiv preprint arXiv:2308.13881

Wenpin Tang

David D Yao

2023/8/26

Extreme order statistics of random walks

Annales de l'Institut Henri Poincare (B) Probabilites et statistiques

Jim Pitman

Wenpin Tang

2023/2

Finite and infinite weighted exchangeable sequences

arXiv preprint arXiv:2306.11584

Wenpin Tang

2023/6/20

The Poisson binomial distribution—Old & new

Statistical Science

Wenpin Tang

Fengmin Tang

2023/2

Trading under the proof‐of‐stake protocol–A continuous‐time control approach

Mathematical Finance

Wenpin Tang

David D Yao

2023/5

Policy iteration for the deterministic control problems--a viscosity approach

arXiv preprint arXiv:2301.00419

Wenpin Tang

Hung Vinh Tran

Yuming Paul Zhang

2023/1/1

Stability of shares in the Proof of Stake Protocol--Concentration and Phase Transitions

arXiv preprint arXiv:2206.02227

Wenpin Tang

2022/6/5

Asset selection via correlation blockmodel clustering

Expert Systems with Applications

Wenpin Tang

Xiao Xu

Xun Yu Zhou

2022/6/1

Exploratory HJB equations and their convergence

SIAM Journal on Control and Optimization

Wenpin Tang

Yuming Paul Zhang

Xun Yu Zhou

2022/12/31

Parallel search for information in continuous time—optimal stopping and geometry of the pde

Applied Mathematics & Optimization

T Tony Ke

Wenpin Tang

J Miguel Villas-Boas

Yuming Paul Zhang

2022/4

See List of Professors in Wenpin Tang University(Columbia University in the City of New York)

Co-Authors

H-index: 74
Susan P Holmes

Susan P Holmes

Stanford University

H-index: 64
Jim Pitman

Jim Pitman

University of California, Berkeley

H-index: 54
SUDIPTO BANERJEE

SUDIPTO BANERJEE

University of California, Los Angeles

H-index: 36
Erhan Bayraktar

Erhan Bayraktar

University of Michigan-Dearborn

H-index: 36
J. Miguel Villas-Boas

J. Miguel Villas-Boas

University of California, Berkeley

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