Asymptotic perspectives on sketching
Sketching and random projection methods are a powerful set of techniques to speed up computations in numerical linear algebra, statistics, machine learning, optimization and data science. In this talk, we will discuss some of our works on developing a “big data” asymptotic perspective on sketching in the fundamental problems of …