USC Schedule of Classes

Fall 2017

Mathematics 547:

Mathematical Foundations of Statistical Learning Theory (3.0 units)

Binary classification, empirical risk minimization, support vector machines, voting algorithms and AdaBoost, Vapnik-Chervonenkis combinatorics, concentration-of-measure inequalities, sparse recovery problems, high-dimensional convex geometry.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
39752R001Lecture10:00-10:50amMWF23 of 31Stanislav MinskerKAP147PDF (145733 KB)session dates
Information accurate as of March 4, 2018 5:28 pm.
Want to provide feedback on the upcoming redesign of Schedule of Classes? Join our Beta Software Program!