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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© 2000 Springer Science+Business Media New York
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Vapnik, V.N. (2000). Bounds on the Rate of Convergence of Learning Processes. In: The Nature of Statistical Learning Theory. Statistics for Engineering and Information Science. Springer, New York, NY. https://doi.org/10.1007/978-1-4757-3264-1_4
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DOI: https://doi.org/10.1007/978-1-4757-3264-1_4
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-3160-3
Online ISBN: 978-1-4757-3264-1
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