Ye Nan PhD Candidate & Research Assisistant Department of Computer Science School of Computing National University of Singapore

Contact

Research Interests

Publications

• Nan Ye, Kian Ming A. Chai, Wee Sun Lee, Hai Leong Chieu.
  Optimizing F-measures: A Tale of Two Approaches.
  ICML 2012.
  [Paper] [Supplement] [Code]
• Viet Cuong Nguyen, Nan Ye, Wee Sun Lee, Hai Leong Chieu.
  Semi-Markov Conditional Random Field with High-Order Features.
  ICML Workshop on Structured Sparsity: Learning and Inference, 2011.
  
• Sanjay Jain, Frank Stephan, Nan Ye.
  Learning from Streams.
  ALT 2009: 338-352.
  
• Dan Wu, Wee Sun Lee, Nan Ye, Hai Leong Chieu.
  Domain adaptive bootstrapping for named entity recognition.
  EMNLP 2009: 1523-1532.
  
• Nan Ye, Wee Sun Lee, Hai Leong Chieu, Dan Wu.
  Conditional Random Fields with High-Order Features for Sequence Labeling.
  NIPS 2009: 2196-2204.
  
• Sanjay Jain, Frank Stephan, Nan Ye.
  Prescribed learning of r.e. classes.
  Theor. Comput. Sci. 410(19): 1796-1806 (2009).
  
• Sanjay Jain, Frank Stephan, Nan Ye.
  Prescribed Learning of Indexed Families.
  Fundam. Inform. 83(1-2): 159-175 (2008).
  
• Kang Ning, Nan Ye, Hon Wai Leong.
  On Preprocessing and Antisymmetry in de novo peptide Sequencing: Improving Efficiency and Accuracy.
  J. Bioinformatics and Computational Biology 6(3): 467-492 (2008).
  
• Sanjay Jain, Frank Stephan, Nan Ye.
  Prescribed Learning of R.E. Classes.
  ALT 2007: 64-78.