The bound the scripts in this directory implement is from

  N. Cesa-Bianchi and C. Gentile: Improved risk tail bounds for on-line 
  algorithms (revision of Nov. 4, 2004), NIPS Workshop on (Ab)Use of Bounds, 
  2004.
