Abstract: This paper provides an introduction to support vector machines, kernel Fisher discriminant analysis, and kernel principal component analysis, as examples for successful kernel-based learning ...
TAs: Hsiao-Yu Fish Tung (office hours Tuesdays 3:30pm-4:30pm in GHC 8208) and Eric Wong (office hours Friday 3:00pm-4:00pm in GHC 8208) Grading Policy: Homework (40%), Midterm (20%), Project (40%).
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