Difference between revisions of "Jbg reading"
From CSWiki
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| − | + | • 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 | 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. | ||
| + | http://portal.acm.org/citation.cfm?id=944937&jmp=cit&coll=portal&dl=ACM&CFID=75235706&CFTOKEN=5982316#CIT | ||
| + | • 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 | 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 | |
Revision as of 10:58, 5 May 2006
• 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
