Position Title
Associate Professor
Position Title
Associate Professor
- Statistics
He/Him/His
- 530-554-1354
- [email protected]
- https://sites.google.com/view/canmle/home
- https://statistics.ucdavis.edu/people/can-le
4226 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616
One Shields Avenue, Davis CA 95616
Bio
Education
- University of Michigan, Ph.D.
Research Interests
- Network Analysis
- High-Dimensional Problems
Selected Works
- Can M. Le, Elizaveta Levina. Estimating the number of communities in networks by spectral methods. arXiv:1507.00827, 2015.
- Can M. Le, Elizaveta Levina, Roman Vershynin. Concentration and regularization of random graphs. arXiv:1506.00669, 2015.
- Can M. Le, Elizaveta Levina, Roman Vershynin. Sparse random graphs: regularization and concentration of the Laplacian. arXiv:1502.03049. This manuscript was not published since it was superseded by our newer paper.
- Can M. Le, Elizaveta Levina, Roman Vershynin. Optimization via low-rank approximation for community detection in networks. Ann. Statist., 44(1):373-400, 2016.
- Can M. Le. On Subspace-Hypercyclic Operators. Proc. Amer. Math. Soc. (139) 2847-2852, 2011.
- Can M. Le. Banach space of functions with the uniform Dini property. Kharkov National University Vestnik. (828) 185-196, 2008.
Publications
- Network Estimation by Mixing: Adaptivity and More
Journal Article | Li, T., Le, C. Journal of the American Statistical Association, 119, 2190-2205. 10.1080/01621459.2023.2252137 - Estimating the number of communities by spectral methods
Journal Article | Le, C., Levina, E. Electronic Journal of Statistics, 16, 3315-3342. 10.1214/21-ejs1971 - Linear Regression and Its Inference on Noisy Network-Linked Data
Journal Article | Le, C., Li, T. Journal of the Royal Statistical Society Series B Statistical Methodology, 84, 1851-1885. 10.1111/rssb.12554 - Edge sampling using local network information
Journal Article | Le, C. Journal of Machine Learning Research, 22, - Comment: Ridge Regression and Regularization of Large Matrices
Journal Article | Le, C., Levin, K., Bickel, P., Levina, E. Technometrics, 62, 443-446. 10.1080/00401706.2020.1796815 - See publications and more on Aggie Experts: https://experts.ucdavis.edu/expert/jcr7Zwp5