Continuous Optimization Seminar - Jimit Majmudar

Title: High-dimensional probability: Bernstein's Inequality

Abstract:

We will extend our study of concentration inequalities so far to random matrices. We will prove a well-known concentration inequality for sums of independent random matrices called the Matrix Bernstein's Inequality, sometimes also referred to as the Non-commutative Bernstein's Inequality.