Computational Learning Theory

3 credits

Selected topics in computation learning theory and applications. Example modes of interactive machine learning privacy preserving learning, statistical learning recursion theoretic models of learning, complexity analysis of learning algorithms. Reading materials include 2 book chapters and 10-15 research articles. A term project is required.