Prefer a chat interface with context about you and your work?
Non-asymptotic Theory of Random Matrices: Extreme Singular Values
The classical random matrix theory is mostly focused on asymptotic spectral properties of random matrices as their dimensions grow to infinity. At the same time many recent applications from convex geometry to functional analysis to information theory operate with random matrices in fixed dimensions. This survey addresses the non-asymptotic theory …