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Ben TaskarAssistant Professor, CIS Research InterestsMachine learning and applications to computational linguistics, computer vision, and computational biology.Representative PublicationsAn End-to-End Discriminative Approach to Machine Translation, P. Liang, Alexandre Bouchard-Cote, D. Klein and B. Taskar. Association for Computational Linguistics (ACL06), Sydney, Australia, July 2006. Alignment by Agreement, P. Liang, B. Taskar, and D. Klein. Human Language Technology conference - North American chapter of the Association for Computational Linguistics (HLT-NAACL06), New York, June 2006. Word Alignment via Quadratic Assignment, S. Lacoste-Julien, B. Taskar, D. Klein, and M. Jordan. Human Language Technology conference - North American chapter of the Association for Computational Linguistics (HLT-NAACL06), New York, June 2006. Structured Prediction, Dual Extragradient and Bregman Projections, B. Taskar, S. Lacoste-Julien, and M. Jordan. Journal of Machine Learning Research (JMLR), Special Topic on Machine Learning and Large Scale Optimization, to appear. [Preliminary tech report]Thesis: Learning Structured Prediction Models: A Large Margin Approach. Stanford University, CA, December 2004. |
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