Email: liangf
Voice: 217.333.6017
Fax: 217.244.7190
Website

116A Illini Hall
725 S. Wright St.
Champaign, IL 61820
USA

Feng Liang

Associate Professor

Department of Statistics

University of Illinois at Urbana-Champaign

Educational Background

  • PhD, Statistics, Yale University, 2002

Research Interests

  • Bayesian methods
  • Decision theory
  • Information theory
  • Minimum description length principle
  • Data mining

Selected Publications

  • B. Li, F. Liang, J. Hu, and X. He (2012) Reno: Regularized Nonparametric Analysis of Protein Lysate Array Data. Bioinformatics. In press.
  • E. I. George, F. Liang and X. Xu (2012) From Minimax Shrinkage Estimation to Minimax Shrinkage Prediction. Statistical Science 27: 82-94.
  • F. Liang (2012) Comment on Article by Sancetta. Bayesian Analysis 7:45-46.
  • Y. Yang, X. Chu, F. Liang, and T. Huang (2012) Pairwise Exemplar Clustering. In Proceedings of the 26th Conference on Artificial Intelligence, Toronto, Canada.
  • J. Xu and F. Liang (2010). Bayesian co-segmentation of multiple MR images. Statistics and Its Interface, 3 513-521.
  • X. Xu and F. Liang (2010). Asymptotic minimax risk of predictive density estimation for nonparametric regression. Bernoulli, 16(2) 543-560.
  • Gao J, Liang F, Fan W, Wang C, Sun Y, and Han J. (2010). On community outliers and their efficient detection in information networks. In Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Washington, DC.
  • J. Chu, M. Clyde, and F. Liang (2009). Bayesian function estimation using continuous wavelet dictionaries. Statistica Sinica, 19 1419-1438.
  • J. Gao, F. Liang, W. Fan, Y. Sun, and J. Han (2009). Bipartite Graph-based Consensus Maximization among Supervised and Unsupervised Models. In Proceedings of the 23rd Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, British Columbia, Canada.
  • F. Liang, R. Paulo, G. Molina, M. Clyde, and J. Berger (2008). Mixtures of g-priors for Bayesian variable selection. J. Amer. Statist. Assoc., 103 410-423.

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725 South Wright Street
Champaign, Illinois 61820 USA
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