CSC 577: Optimization and Machine Learning

CRN:
98008
Previous Offerings:

This course gives an overview of numerical optimization, beginning with the theory of recognizing and manipulating convex optimization problems. We then examine widely used algorithms for both convex and non-convex problems, and focus in the last third of the semester on applications of optimization in machine learning.