Optimization Methods for Deep Learning

This is a tentative page copied from the past course. Materials are being updated.

Course Outline

Deep learning involves a difficult non-convex optimization problem. The goal of this course is to study the implementation of optimization methods for deep learning. We will run this course in the following formats: For potential students: you want to make sure that you are interested in optimization for deep learning.

Slides and recordings

This section (and slides) will be continuously updated.