USC Schedule of Classes

Fall 2021

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
39752R001Lecture10:00-10:50amMWF8 of 30Steven HeilmanKAP140PDF (88993 KB)session dates
Information accurate as of March 10, 2022 2:00 pm.