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 Date: 2000-04-03 14:58:43Computational learning theory Machine learning Probably approximately correct learning Uniform convergence VC dimension Probability distribution Stability Generalization error |
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Probabilistic ‘Generalization’ of Functions and Dimension-based Uniform Convergence Results Martin Anthony Department of Mathematics London School of Economics and Political Science