Statistical Learning Theory

Enrollment Requirements: Graduate Prerequisite: Graduate Standing Classical and contemporary theories of machine learning. Topics/emphasis may change based on instructor preference in different years. A project involving computer implementation of a learning or inference algorithm accompanied by or in support of theoretical analysis is required