Large Deviations and Sum Rules for Spectral Theory - A Pedagogical   Approach
  This is a pedagogical exposition of the large deviation approach to sum rules pioneered by Gamboa, Nagel and Rouault. We'll explain how to use their ideas to recover the Szeg}o and Killip{ Simon Theorems. The primary audience is spectral theorists and people working on orthogonal polynomials who have limited familiarity with the theory of large deviations. 
Jonathan Breuer, Barry Simon, and Ofer Zeitouni
math.PR