Gang WANG           (in Chinese)  

 

Email:

 

 

After obtaining the Ph.D. degree from Hong Kong University of Science and Technology, I join Machine Learning Group in Microsoft Research Asia in Feb, 2008.

Research Interests:

My research interests are on statistical machine learning, optimization methods, information theory and information retrieval.

 

Publications:

  • Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky: A New Solution Path Algorithm in Support Vector Regression. To appear in IEEE Transactions on Neural Networks. [pdf]
  • Fei Wang, Tao Li, Gang Wang, Changshui Zhang. Semi-supervised Classification Using Local and Global Regularization. AAAI 2007, 726-731, Chicago, Illinois, USA. 2008.
  • Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky: A Kernel Path Algorithm for Support Vector Machines. ICML 2007, Corvallis, OR, U.S.A. [pdf][slides][video]
  • Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky: The Kernel Path in Kernelized LASSO. AISTATS 2007, 576-583, San Juan, Puerto Rico. [pdf][slides][video]
  • Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky: The Regularization Path for Nonlinear LASSO Regression. Learning (Snowbird) Workshop 2007, San Juan, Puerto Rico.
  • Gang Wang, Tao Chen, Dit-Yan Yeung, Frederick H. Lochovsky: Solution Path for Semi-Supervised Classification with Manifold Regularization. ICDM 2006, 1124-1129, Hong Kong, China. [pdf][video]
  • Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky: Two-Dimensional Solution Path for Support Vector Regression. ICML 2006, 993-1000, Pittsburge, PA, U.S.A. [pdf][slides][video & code]
  • Gang Wang, Hui Zhao, Zhihua Zhang, Frederick H. Lochovsky: A Bernoulli Relational Model for Nonlinear Embedding. ICDM 2005, 458-465, Houston, U.S.A. [pdf][slides]
  • Gang Wang, Weifeng Su, Xiangye Xiao, Frederick H. Lochovsky: Latent Process Model for Manifold Learning. ICTAI 2005, 382-386, Hong Kong, China. [pdf][slides]
  • Gang Wang, Zhihua Zhang, Frederick H. Lochovsky: Annealed Discriminant Analysis. ECML 2005, 449-460, Porto, Portugal. [pdf][slides]
  • Gang Wang, Frederick H. Lochovsky, Qiang Yang: Feature Selection with Conditional Mutual Information MaxiMin in Text Categorization. CIKM 2004, 342-349, Washington D.C., U.S.A. [pdf][slides]