About summer seminar

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• About summer seminar
• Discriminative vs. generative learning

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Summer Seminar Information

• Schedule, slides, and related information
  relocated at
• URL http//enpub.eas.asu.edu/cseml
• Group meeting password protected
• Newsgroup asuml_at_googlegroups.com, Want to join?
  E-mail shuiwang.ji_at_asu.edu

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Preliminary Summer Schedule

• 05/31/2007 Hidden Markov Models by Zheng Zhao
• 06/05/2007 and 06/07/2007 TBA
• 06/12/2007 and 06/14/2007 ICML07 papers
• 06/26/2007-- Structured learning, Embryonic
  biology, ICML07 papers, etc.
• E-mail slides to shuiwang.ji_at_gmail.com at least
  one day before presentation.

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Generative vs. Discriminative Learning

• Shuiwang Ji

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HMM vs. CRF

• Naïve Bayes Logistic regression
• HMM CRF

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Additional readings

• An Introduction to Conditional Random Fields for
  Relational Learning (http//www.cs.umass.edu/mcca
  llum/papers/crf-tutorial.pdf )