Algorithmic Learning Theory [E-Book]: 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings / edited by Nader H. Bshouty, Gilles Stoltz, Nicolas Vayatis, Thomas Zeugmann.
Bshouty, Nader H.
Stoltz, Gilles. / Vayatis, Nicolas. / Zeugmann, Thomas.
Berlin, Heidelberg : Springer Berlin Heidelberg : 2012
Imprint: Springer,
XII, 381 p. 23 illus. digital.
Lecture notes in computer science ; 7568
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Table of Contents:
  • inductive inference
  • teaching and PAC learning
  • statistical learning theory and classification
  • relations between models and data
  • bandit problems, online prediction of individual sequences.- other models of online learning.