Statistical machine learning, data mining, bioinformatics, statistics in finance and marketing, statistical modeling in engineering and physics
Statistics 415, Introduction to Data Mining
Statistics 425, Introduction to Probability
Statistics 500, Applied Statistics
Statistics 605, Advanced Topics in Modeling and Data Analysis
Statistical Analysis and Data Mining
B.Sc. Physics, Peking University, 1996
M.Sc. Statistics, Stanford University, 2000
Ph.D. Statistics, Stanford University, 2003
Peng, J., Wang, P., Zhou, N. and Zhu, J. (2009) Partial correlation
estimation using joint sparse regression models. Journal of the American
Statistical Association 104, 735-746.
Wang, S. and Zhu, J. (2007) Improved centroids estimation for the
nearest shrunken centroid classifier. Bioinformatics
23(8), 972-979. (One of four winning papers in the 2007
ASA Student Paper Competition sponsored by the Statistical Computing Section)
Rosset, S. and Zhu, J. (2007) Piecewise linear regularized solution
paths. Annals of Statistics 35(3), 1012-1030.
Li, Y., Liu, Y. and Zhu, J. (2007) Quantile regression in reproducing
kernel Hilbert spaces. Journal of the American Statistical
Association 102(477), 255-268.
Hastie, T., Rosset, S., Tibshirani, R. and Zhu, J. (2004) The entire
regularization path for the support vector machine. Journal of
Machine Learning Research 5, 1391-1415.
CAREER Award, National Science Foundation (2008-2013)
Student Paper Competition Award, Computing Section, ASA (2002)
Clark Distinguished Teaching Award, Cornell University (1997)