Wednesday, April 1, 2009
Exponential Family for Conditional Random Fields
This paper is from UAI 2004, theoretical version of the ICML 2004 paper previously scanned here. The concepts of CRF, RKHS, exponential family and GP. But in a sense I don't think this paper is of much interest (lots of results are known in books I guess). The important section is the optimization. Come back later when I try GP (soon~).
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