Note: This is the 2023–2024 eCalendar. Update the year in your browser's URL bar for the most recent version of this page, or jump to the newest eCalendar.
Visit Minerva > Student > Registration > Class Schedule for course dates & times.
Overview
Mathematics & Statistics (Sci) : Introduction to convex analysis and convex optimization: Convex sets and functions, subdifferential calculus, conjugate functions, Fenchel duality, proximal calculus. Subgradient methods, proximal-based methods. Conditional gradient method, ADMM. Applications including data classification, network-flow problems, image processing, convex feasibility problems, DC optimization, sparse optimization, and compressed sensing.
Terms: Winter 2024
Instructors: Paquette, Courtney (Winter)
