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Abstract:

[Vap89] V. N. Vapnik. Inductive principles of the search for empirical dependences (methods based on weak convergence of probability measures). In Proceedings of the 2nd Workshop on Computational Learning Theory, San Mateo, CA, 1989. published by Morgan Kaufmann. [VC71] V.N. Vapnik and A. Ya. Chervonenkis. On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its applications, XVI(2):264--280, 1971. [WD81] R. S. Wenocur and R. M. Dudley. Some special Vapnik-Chervonenkis classes.

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