Yunpeng Zhao
Biography
Yunpeng Zhao is an assistant 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.
Education
Ph.D. University of Michigan
Publications
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 Activity
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
| Spring 2020 | |
|---|---|
| Course Number | Course Title |
| STP 427 | Mathematical Statistics |
| STP 494 | Special Topics |
| STP 499 | Individualized Instruction |
| MAT 499 | Individualized Instruction |
| Fall 2019 | |
|---|---|
| Course Number | Course Title |
| STP 421 | Probability |
| STP 499 | Individualized Instruction |
| BIO 614 | Biometry |
| Spring 2019 | |
|---|---|
| Course Number | Course Title |
| STP 281 | Stat Analysis for Researchers |
| STP 499 | Individualized Instruction |
| Fall 2018 | |
|---|---|
| Course Number | Course Title |
| STP 421 | Probability |