Combinatorial probability and the tightness of generalization bounds-Reference-Cited by-同舟云学术

Combinatorial probability and the tightness of generalization bounds

Published:2008-06 Issue:2 Volume:18 Page:243-259
ISSN:1054-6618
Container-title:Pattern Recognition and Image Analysis
language:en
Short-container-title:Pattern Recognit. Image Anal.

Author:

Vorontsov K. V.

Publisher

Pleiades Publishing Ltd

Subject

Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition

Link

http://link.springer.com/content/pdf/10.1134/S1054661808020090.pdf

Reference25 articles.

1. A. N. Kolmogorov, Information Theory and the Theory of Algorithms. Selected Works, Volume III, Ed. by A.N. Shiryaev (Springer, 1993).

2. Yu. K. Belyaev, Probabilistic Methods for Sampling Inspection (Nauka, Moscow, 1975) [in Russian].

3. N. V. Smirnov, “A Bound for Discrepancy between Empirical Distribution Curves in Two Independent Samples,” Byull. Mosk. Univ., Ser. A, No. 2, 3–14 (1939).

4. L. N. Bol’shev and N. V. Smirnov, Tables of Mathematical Statistics (Nauka, Moscow, 1983) [in Russian].

5. V. Vapnik, Statistical Learning Theory (Wiley, New York, 1998).

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