Course: STAT 37781=CAAM 37781
Title: Kernel Methods: Theory and Computation
Instructor: Nisha Chandramoorthy
Class Schedule: Sec 1: MW 3:00 PM–4:20 PM in TBA
Description: We will introduce theoretical and computational aspects of kernel regression. We will explore connections with learning theory, gaussian processes, PDEs, and operator learning, and learn to analyze and implement algorithms that use the kernel trick in data science and scientific computation.