Interpolative Decomposition and its Applications (Math Dept Colloquium Lecture)

Thursday, November 29, 2018 - 3:35pm - 4:35pm
Vincent 16
Lexing Ying (Stanford University)
Interpolative decomposition is a simple and yet powerful tool for approximating low-rank matrices. After discussing the theory and algorithm, I will present a few new applications of interpolative decomposition in numerical partial differential equations, quantum chemistry, and machine learning.