Winter 2021 STAT 37793.

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.