[Resource] MIT OpenCourseWare: Statistical Learning Theory
[Resource] MIT OpenCourseWare: Statistical Learning Theory
ocw.mit.edu Topics in Statistics: Statistical Learning Theory | Mathematics | MIT OpenCourseWare
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, concentration inequalities in product spaces, and other elements of empiric...
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