ECE 299: Statistical Learning Theory (Spring 2011)

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There is no required textbook for this class; however, the following two books are useful and have been placed on reserve at the Perkins Library: Here are some additional survey papers that I recommend (more will be added as the class progresses):

Concentration inequalities

Binary classification