Huiyan Sang

Full Professor, Texas A&M

Joined

July 2019

Names

Huiyan Sang

Emails

****@stat.tamu.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Texas A&M (tamu.edu)

2020 – Present

Associate Professor

Texas A&M (tamu.edu)

2014 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Alan Gelfand

Present

Expertise

Spatial Statistics

Present

Publications

Logistic-Beta Processes for Dependent Random Probabilities with Beta Marginals
Changwoo J. Lee, Alessandro Zito, Huiyan Sang, David Dunson
- Bayesian Analysis
- Readers: Everyone
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression
Zhao Tang Luo, Huiyan Sang, Bani Mallick
- 27 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Bayesian clustering of spatial functional data with application to a human mobility study during COVID-19
Bohai Zhang, Huiyan Sang, Zhao Tang Luo, Hui Huang
- 27 Apr 2023 (modified: 27 Apr 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
A Bayesian contiguous partitioning method for learning clustered latent variables
Zhao Tang Luo, Huiyan Sang, Bani Mallick
- 27 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Tobias Schaefer, Matthias Katzfuss
- ICML 2023 Poster
- Readers: Everyone
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
Hyunwoong Chang, Changwoo J. Lee, Zhao Tang Luo, Huiyan Sang, Quan Zhou
- Published: 31 Oct 2022, Last Modified: 30 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Row-clustering of a Point Process-valued Matrix
Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Row-clustering of a Point Process-valued Matrix
Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain
Zhao Tang Luo, Huiyan Sang, Bani Mallick
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs
Changwoo J. Lee, Zhao Tang Luo, Huiyan Sang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors