Lecture Notes on Spectral Graph Methods
  These are lecture notes that are based on the lectures from a class I taught on the topic of Spectral Graph Methods at UC Berkeley during the Spring 2015 semester. 
Michael W. Mahoney
cs.DS stat.ML