USC Schedule of Classes

Spring 2018

Mathematics 447:

Mathematics of Machine Learning (4.0 units)

Mathematical aspects of Machine Learning. PAC Learning, VC-dimension and complexity. Linear predictors (regression, perceptron, SVM). Convex learning and gradient descent. Neural networks and backpropagation.
39669D001Lecture2:00-2:50pmMWF27 of 30Guillermo Reyes SoutoGFS222session dates
Information accurate as of October 3, 2018 10:51 am.
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