- Course added to Piazza, please join at LINK.
- Welcome to first day of class!
Location and Time :
Location : Hollister Hall, 110
Time : Tue-Thu 1:25 PM to 2:40 PM
Teaching Assistant: Dylan J. Foster
Office Hours : Wed, 2-3pm
We will discuss both classical results and recent advances in both statistical (iid batch) and online learning theory. We will also touch upon results in computational learning theory. The course aims at providing students with tools and techniques to understand inherent mathematical complexities of learning problems, to analyze and prove performance gaurantees for machine learning methods and to develop theoretically sound learning algorithms.