Welcome to Optimization for Machine Learning and Large Language Models

This is a graduate-level course exploring optimization in machine learning and Large Language Models. You will find all lectures notes, assignments, and resources here.

This course website is still under active developments.

The contributors of this website are:

• Mingyi Hong, Associate Professor at ECE Department, University of Minnesota

• Athanasios Glentis, Research Assistant at ECE Department, University of Minnesota

• Jiaxiang Li, Research Scientist, Meta

• Hoi-To Wai, Associate Professor at SEEM Department, Chinese University of Hong Kong