Spring 2022 STAT 27750

Course: STAT 27750

Title: Further Topics in Machine Learning

Instructor(s): Victor Veitch

Teaching Assistant(s):

Class Schedule: Sec 1: TR 11:00 AM-12:20 PM in Ryerson 255


Description: This is an intermediate-to-advanced course in machine learning. You should have taken at least one course in machine learning before and be familiar with both theoretical foundations---(empirical) risk minimization and friends---as well as having some practical experience fitting machine learning models to data. The intended material covered by the course is boosting, (fine-tuning of) neural networks, model evaluation, and domain shifts.