Determinantal Point Processes

Abstract: We present and prove some important theorems regarding determinantal point processes. In particular we focus on existance and uniqueness theorems. Furthermore, we present an algorithm for generating determinantal point processes with a finite-dimensional projection kernel. Also, we go through the mathematical preliminaries required to understand the theory.