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Some Extensions of an Inequality of Vapnik and Chervonenkis

  
@article{ECP1047,
	author = {Dmitriy Panchenko},
	title = {Some Extensions of an Inequality of Vapnik and Chervonenkis},
	journal = {Electron. Commun. Probab.},
	fjournal = {Electronic Communications in Probability},
	volume = {7},
	year = {2002},
	keywords = {Concentration of measure, empirical processes},
	abstract = {The inequality of Vapnik and Chervonenkis controls the expectation of the function  by its sample 
average uniformly over a VC-major class of functions taking into account the size of the expectation.
Using Talagrand's kernel method we prove a similar result for the classes of functions for which Dudley's
uniform entropy integral or bracketing entropy integral is finite.}, pages = {no. 6, 55-65}, issn = {1083-589X}, doi = {10.1214/ECP.v7-1047}, url = {http://ecp.ejpecp.org/article/view/1047}}