Journals

• Constraint Classification for Multiclass Classification and Ranking
  with Sariel Har-Peled and Dan Roth
  In submission.

Conferences

• Maximum Margin Coresets for Active and Noise Tolerant Learning (ps, ps.gz)
  with S. Har-Peled and D. Roth
  IJCAI-07 (The 20th International Joint Conference on Artificial Intelligence), Jan, 2007
• Learning and Inference over Constrained Output (ps, ps.gz)
  with V. Punyakanok, D. Roth and W. Yih
  IJCAI-05 (The 19th International Joint Conference on Artificial Intelligence), Aug, 2005
• Semantic Role Labeling via Integer Linear Programming Inference (ps, ps.gz)
  with V. Punyakanok, D. Roth, W. Yih, and Y. Tu
  COLING-04 (The 20th International Conference on Computational Linguistics), Aug, 2004
• Constraint Classification for Multiclass Classification and Ranking (ps, ps.gz)
  with S. Har-Peled and D. Roth
  NIPS-02 (The Conference on Advances in Neural Information Processing Systems), Dec., 2002
• Constraint Classification: A New Approach to Multiclass Classification (ps, ps.gz)
  with S. Har-Peled and D. Roth
  ALT-02 (The International Conference on Algorithmic Learning Theory), Nov., 2002
• A Learning Approach to Shallow Parsing (PDF, ps.gz, Long Version)
  with M.Munoz, V. Punyakanok and D. Roth
  EMNLP-WVLC'99, June 1999

Workshops

• Learning and Inference over Constrained Output
  with V. Punyakanok, D. Roth and W. Yih
  The Learning Workshop 2005, Apr, 2005
• Learning via Inference over Structurally Constrained Output (ps, ps.gz)
  with V. Punyakanok, D. Roth, W. Yih
  NIPS-04 Learning With Structured Outputs Workshop (The 18th Annual Conference on Neural Information Processing Systems), Dec, 2004
• Semantic Role Labeling via Generalized Inference over Classifiers (ps, ps.gz)
  V. Punyakanok, D. Roth, W. Yih, D. Zimak, Y. Tu
  CoNLL-04 shared task (The 8th Conference on Computational Natural Language Learning), May, 2004