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.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
39676D001Lecture2:00-2:50pmMWF37 of 40Stanislav MinskerKAP163PDF (146460 KB)session dates
Information accurate as of January 19, 2024 5:02 pm.