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large deviation bound

3 papers

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Co-occurring keywords · papers mentioning both

kernel methods (2) information-theoretic stability (1) independence test (1) generalization risk (1) nonparametric test (1) statistical test (1) concentration bound (1) empirical distribution (1) distribution comparison (1) reproducing kernel hilbert space (1)

Papers

An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability AISTATS 2017 Consistent Nonparametric Tests of Independence JMLR 2010 A Kernel Method for the Two-Sample-Problem NeurIPS 2006