Titlebook: Algorithmic Learning Theory; 23rd International C Nader H. Bshouty,Gilles Stoltz,Thomas Zeugmann Conference proceedings 2012 Springer-Verla

arousal

Learnability beyond Uniform Convergenceing. We show that in (even slightly) more complex prediction problems learnability does not imply uniform convergence. We discuss several alternative attempts to characterize learnability. This extended abstract summarizes results published in [5, 3].

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Geyser

Conference proceedings 2012 inference, teaching and PAC learning, statistical learning theory and classification, relations between models and data, bandit problems, online prediction of individual sequences, and other models of online learning.

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