Spring 2022 STAT 37793

Course: STAT 37793

Title: Topics in Deep Learning: Discriminative Models

Instructor(s): Yi Sun

Teaching Assistant(s):

Class Schedule: Sec 1: MW 3:00 PM-4:20 PM in Jones 226

Description: This course will explore modern approaches to optimization, data augmentation, and representation learning for deep neural networks from a primarily theoretical perspective. Participation will require independent investigation of theoretical papers with PyTorch as well as paper presentations.