Course: STAT 37793
Title: Topics in Deep Learning: Discriminative Models
Instructor(s): Yi Sun
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.