USC Schedule of Classes

Fall 2023

classes begin
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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
39752R001Lecture1:00-1:50pmMWF12 of 30Stanislav MinskerGFS109PDF (140731 KB)session dates
Information accurate as of March 1, 2024 4:48 pm.
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