Yunpeng Zhao

Assistant Professor
Faculty
WEST Campus
Mailcode
2352
Assistant Professor
Faculty
WEST Campus
Mailcode
2352

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

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