USC Schedule of Classes

Fall 2025

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
39752R001Lecture1:00-1:50pmMWF2 of 30KAP140session dates
Information accurate as of April 27, 2025 12:49 pm.
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