Welcome
Tai Qin
University of Wisconsin - Madison
1300 University Avenue, Madison, WI 53706
Advisor: Grace Wahba, Karl Rohe
qin@stat.wisc.edu
Research Interest
- Clustering and community detection in networks
- Data mining
Publications
- Tai Qin, Karl Rohe. Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel, Advances in neural information processing systems, 2013 [pdf]
- Karl Rohe, Tai Qin, Haoyang Fan. The Highest Dimensional Stochastic Blockmodel with a Regularized Estimator, Statistica Sinica, 2013 [pdf]
- Karl Rohe, Tai Qin. The Blessing of Transitivity in Sparse and Stochastic Networks, submitted, 2013 [pdf]
Education
- 2010 - Present: Ph.D. in Statistics, University of Wisconsin-Madison
- 2013: M.S. in Computer Science, University of Wisconsin-Madison
- 2010: B.S. in Statistics, School for Gifted Young(0600), USTC
Courses
- Statistics: Mathematical statistics, Linear models, Regression tree, Smoothing spline, Random matrix theory, Statistical consulting
- Computer science: Theory in machine learning, Optimization, Algorithms