Abstract
In this chapter we consider bounds on the rate of uniform convergence. We consider upper bounds (there exist lower bounds as well (Vapnik and Chervonenkis, 1974), however, they are not as important for controlling the learning processes as the upper bounds).
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© 1995 Springer Science+Business Media New York
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Vapnik, V.N. (1995). Bounds on the Rate of Convergence of Learning Processes. In: The Nature of Statistical Learning Theory. Springer, New York, NY. https://doi.org/10.1007/978-1-4757-2440-0_4
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DOI: https://doi.org/10.1007/978-1-4757-2440-0_4
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4757-2442-4
Online ISBN: 978-1-4757-2440-0
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