EE 375/ Stat 375 : Prerequisites
The following background knowledge is required:
Probability theory. In particular, basic concentration (bounded differences; subgaussian/subexponential random variables; Gaussian concentration), matrix concentration, classical limit theorems (central limit theorem, law of large numbers).
Convex optimization (at the level of EE 364)
Analysis (at the level of MATH 171)
