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Rigorous Learning Curve Bounds from Statistical Mechanics.

David HausslerH. Sebastian SeungMichael J. KearnsNaftali Tishby
Published in: COLT (1994)
Keyphrases
  • learning curve
  • statistical mechanics
  • information theory
  • learning effect
  • upper bound
  • bayes optimal
  • learning curves
  • lower bound
  • worst case
  • software developers
  • free energy
  • average case
  • web applications