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Sep 08, 2024
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USC Catalogue 2022-2023 [ARCHIVED CATALOGUE]
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MATH 547 Mathematical Foundations of Statistical Learning Theory Units: 3 Terms Offered: Fa 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. Prerequisite: MATH 407 or MATH 408 Instruction Mode: Lecture Grading Option: Letter
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