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- W2580102912 abstract "We give a distribution-dependent concentration inequality for functions of independent variables. The result extends Bernstein's inequality from sums to more general functions, whose variation in any argument does not depend too much on the other arguments. Applications sharpen existing bounds for U-statistics and the generalization error of regularized least squares." @default.
- W2580102912 created "2017-02-03" @default.
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- W2580102912 date "2017-01-22" @default.
- W2580102912 modified "2023-09-27" @default.
- W2580102912 title "A Bernstein-type inequality for functions of bounded interaction" @default.
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