• Publications
  • Influence

  • Huan Xu, Shie Mannor
  • Mathematics, Computer Science
  • Machine Learning
  • 2011 (First Publication: 12 May 2010)
  • We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is “similar” to a training sample, then the testing error is close to theExpand