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18.465 Topics in Statistics: Statistical Learning Theory, Spring 2004
(2004-06)
The main goal of this course is to study the generalization ability of a number of popular machine learning algorithms such as boosting, support vector machines and neural networks. Topics include Vapnik-Chervonenkis theory, ...