Jbg reading
From CSWiki
- Jordan, M. Introduction to Graphical Models (Chapters 1-5, 9-12)
- Russell, S., & Norvig, P (2002). Artificial Intelligence: A Modern Approach. New York: Prentice Hall. (Chapters 3-7, 18-21)
http://www.cs.berkeley.edu/~russell/aima/
- Manning, C., & Schütze, H. Statistical Natural Language Processing. Cambridge: MIT Press. (Chapter 3-8)
- Schutze, H. Automatic word sense discrimination. Computational Linguistics, 24(1):97-124, 1998.
http://citeseer.ist.psu.edu/schutze98automatic.html
- Yarowsky, D. (1999). Unsupervised Word Sense Disambiguation Rivaling Supervised Methods. Meeting of the Association for Computational Linguistics.
http://acl.ldc.upenn.edu/P/P95/P95-1026.pdf
- Schapire, R. (2001). The Boosting Approach to Machine Learning: An Overview. In MSRI Workshop on Nonlinear Estimation and Classification, Berkeley, CA, Mar. 2001.
http://citeseer.ist.psu.edu/schapire02boosting.html
- Peter Stone, Robert E. Schapire, Michael L. Littman, János A. Csirik and David McAllester. Decision-theoretic bidding based on learned density models in simultaneous, interacting auctions. Journal of Artificial Intelligence Research, 19:209-242, 2003.
http://www.cs.princeton.edu/~schapire/uncompress-papers.cgi/bidding-jair.ps
- Miller G. Nouns in WordNet. (1995). Introduction to WordNet: An On-line Lexical Database. Cambridge: MIT Press.
- Fellbaum, C. Verbs in WordNet. (1995). Introduction to WordNet: An On-line Lexical Database. Cambridge: MIT Press.
http://www.cfilt.iitb.ac.in/archives/english_wordnet_5papers.pdf
- Snow, R., Jurafsky, D., & Ng, A. (2005). Learning syntactic patterns for automatic hypernym discovery. In NIPS 17.
http://ai.stanford.edu/~ang/papers/nips04-hypernym.pdf
- Blei, D., Ng, A., Jordan, M. (2003). Latent Dirichlet allocation. Journal of Machine Learning Research Volume 3: 993 - 1022.
- Winn, J., & Bishop, C.M. (2005). Variational message passing. Journal of Machine Learning Research 6, 661–694.
http://research.microsoft.com/Bib2html/downloads/Bishop-VIBES-JMLR-04.pdf
- Teh, Y. Jordan, M. Beal, M., & Blei, D. (2005). Hierarchical Dirichlet processes. Journal of the American Statistical Association.
http://www.cs.princeton.edu/~blei/papers/TehJordanBealBlei2004.pdf