Foundations of AI & Machine Learning
Core theory and methods of machine learning, deep learning, optimization, and the mathematics that make modern AI work.
Research in this area develops the algorithms and mathematical understanding behind modern artificial intelligence — from statistical learning theory to deep neural networks and optimization.