Spring 2019 STAT 37790=CMSC 35425

Course: STAT 37790=CMSC 35425
Title: Topics in Statistical Machine Learning
Instructor(s): Risi Kondor
Class Schedule: Sec 01: TR 3:30 PM–4:50 PM in SS 108
Office Hours:

This course is a second graduate level course in machine learning, assuming students have had previous exposure to machine learning and statistical theory. The emphasis of the course is on statistical methodology, learning theory, and algorithms for large-scale, high dimensional data. The selection of topics is influenced by recent research results, and students can take the course in more than one quarter.

Prerequisites: STAT 37710/CMSC 35400 or consent of instructor.