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  • Olivier Bousquet, André Elisseeff
  • Mathematics, Computer Science
  • J. Mach. Learn. Res.
  • 2002 (First Publication: 1 March 2002)
  • We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out error. The methods weContinue Reading