VC bounds on the cardinality of nearly orthogonal function classes-Reference-Cited by-同舟云学术

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VC bounds on the cardinality of nearly orthogonal function classes

Published:2012-05 Issue:10 Volume:312 Page:1766-1775
ISSN:0012-365X
Container-title:Discrete Mathematics
language:en
Short-container-title:Discrete Mathematics

Author:

Gottlieb Lee-Ad,Kontorovich Aryeh,Mossel Elchanan

Funder

The Israel Science Foundation

Minerva

ISF

Minerva Foundation

ERC Marie Curie Grant

Publisher

Elsevier BV

Subject

Discrete Mathematics and Combinatorics,Theoretical Computer Science

Reference24 articles.

1. Scale-sensitive dimensions, uniform convergence, and learnability;Alon;J. ACM,1997

2. Dana Angluin, David Eisenstat, Leonid Kontorovich, Lev Reyzin, Lower bounds on learning random structures with statistical queries, in: ALT, 2010, pp. 194–208.

3. Avrim Blum, Merrick L. Furst, Jeffrey C. Jackson, Michael J. Kearns, Yishay Mansour, Steven Rudich, Weakly learning dnf and characterizing statistical query learning using Fourier analysis, in: STOC, 1994, pp. 253–262.

4. Learnability and the Vapnik–Chervonenkis dimension;Blumer;J. Assoc. Comput. Mach.,1989

5. Using the doubling dimension to analyze the generalization of learning algorithms;Bshouty;J. Comput. System Sci.,2009

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