Junhui Wang  Assistant Professor Department of Mathematics, Statistics, and Computer Science University of Illinois at Chicago Office: 521 SEO Phone: 312-996-2371 Fax: 312-996-1491 Email: jwang AT math.uic.edu

Education

Ph.D. in Statistics, University of Minnesota, 2006. Advisor: Xiaotong Shen.
B.S. in Probability and Statistics, Peking University, 2001.

Teaching

STAT401 (Fall 2009)

Research Interests

• Statistical learning theory, data mining, statistical computing
  
• Model assessment, model selection, regularization
  
• Bioinformatics, high-dimensional data analysis
• Statistical modeling in engineering, finance and bio-medical sciences
  

Publications and Manuscripts

1. Wang, J., Shen, X. and Pan, W. (2009). On large margin hierarchical classification with multiple paths. JASA, 104, 1213-1223.
   
   
2. Wang, J., Shen, X. and Pan, W. (2009). On efficient large margin semisupervised learning: methodology and theory.  JMLR, 10, 719-742.  R code
   
   
3. Wang, J., Shen, X. and Liu, Y. (2008). Probability estimation for large margin classifiers. Biometrika, 95, 149-167.
   
   
4. Wang, J. and Shen, X. (2007). Large margin semi-supervised learning. JMLR, 8, 1867-1891. 
   
   
5. Wang, J., Shen, X. and Pan, W. (2007). On transductive support vector machine. Contemp. Math., 43, 7-19.
   
   
6. Wang, J. (2007). Efficient large margin semi-supervised learning. Proc. of Inter. Conf. on AISTAT, 2, 588-595.
   
   
7. Wang, J. and Shen, X. (2006). Estimation of generalization error: random and fixed inputs. Statistica Sinica, 16, 569-588.