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Tight Data-Robust Bounds to Mutual Information Combining Shuffling and Model Selection Techniques.

Marcelo A. MontemurroRiccardo SenatoreStefano Panzeri
Published in: Neural Comput. (2007)
Keyphrases
  • model selection
  • mutual information
  • data sets
  • cross validation
  • statistical inference
  • lower bound
  • bayesian methods
  • bayesian learning
  • training data
  • upper bound
  • probability distribution
  • worst case