Thursday, June 13, 2013

Generative vs. Discriminative Models for Classification

Have you ever seen "Generative model" or "Discriminative model" in papers related NLP or ML? Can you explain what are their exact definitions and differences between them? I thought we need to understand and organize them well.  A few weeks ago, I made a talk about them at Sogang University and I'd like to post my presentation slide here.

http://web.donga.ac.kr/yjko/talks/GenerativeDiscriminative(Youngjoong%20Ko).pdf

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