Yunpeng Zhao is an associate professor in the School of Mathematical and Natural Sciences in New College of Interdisciplinary Arts and Sciences at Arizona State University. His primary research interest includes machine learning methodology and theory in network analysis with applications in biology and the social sciences. He is also working on high dimensional data analysis with applications in genomics.
Ph.D. University of Michigan
See Google Scholar:
Program code:
https://github.com/yzhao15/Link-prediction-for-partially-observed-networks for Y. Zhao, Y. Wu, E. Levina, and J. Zhu. (2017) Link Prediction for Partially Observed Networks, Journal of Computational and Graphical Statistics.
https://github.com/yzhao15/Network-Inference-from-Temporal-Dependent-Groups for Y. Zhao. (2018) Network Inference From Temporal Grouped Observations, arXiv:1808.08478.
https://github.com/yzhao15/Profile-likelihood-for-block-model-and-degree-corrected-block-model for Y. Zhao, E. Levina, and J. Zhu. (2012) Consistency of Community Detection in Networks Under Degree-corrected Stochastic Block Models, Annals of Statistics.
Research Grant:
NSF DMS-1840203 Inference of Network Structure from Grouped Data. Principle Investigator. 09/01/2015–01/31/2019. Total amount: $120,000.
Courses
2023 Spring
| Course Number | Course Title |
|---|---|
| STP 427 | Mathematical Statistics |
| BIO 599 | Thesis |
| BIO 592 | Research |
| STP 494 | Special Topics |
2022 Fall
| Course Number | Course Title |
|---|---|
| STP 421 | Probability |
2022 Spring
| Course Number | Course Title |
|---|---|
| STP 427 | Mathematical Statistics |
2021 Fall
| Course Number | Course Title |
|---|---|
| STP 421 | Probability |
| BIO 514 | Statistical Models for Biology |
2021 Spring
| Course Number | Course Title |
|---|---|
| MAT 499 | Individualized Instruction |
| STP 427 | Mathematical Statistics |
| STP 499 | Individualized Instruction |
| STP 494 | Special Topics |
2020 Fall
| Course Number | Course Title |
|---|---|
| STP 499 | Individualized Instruction |
| STP 421 | Probability |
| BIO 614 | Biometry |