MATH 547

Mathematical Foundations of Statistical Learning Theory

University of Southern California · UGRD · Fall 2026

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Catalog description

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.

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C

20 openSeats: 10/30 seats Last recorded: Aug 8, 2026, 10:16 PM
Class #39752Fall 2026UGRD3.0 credits
20 available10 enrolled30 capacity
Days & times
MWF 13:00-13:50
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Instructor
Manuel Fernandez
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