Course: STAT 37793
Title: Topics in Deep Learning: Discriminative Models
Instructor(s): Yi Sun
Teaching Assistant(s): TBA
Class Schedule: Sec 1: MW 1:50 PM–3:10 PM (Remote)
Description: This course will explore modern approaches to optimization, data augmentation, and domain shift for deep neural networks from both theoretical and empirical perspectives. Participation will require independent investigation with PyTorch as well as paper presentations.