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A general framework for the practical disintegration of PAC-Bayesian bounds.

Paul ViallardPascal GermainAmaury HabrardEmilie Morvant
Published in: Mach. Learn. (2024)
Keyphrases
  • pac bayesian
  • distribution free
  • generalization bounds
  • data dependent
  • rademacher complexity
  • training set
  • error bounds
  • learning theory
  • concept class