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mcdiarmid inequality

2 papers

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Co-occurring keywords · papers mentioning both

concentration inequality (2) sub-exponential distribution (1) graph-dependent variable (1) graph-dependent data (1) graph dependency (1) forest complexity (1) sub-gaussian distribution (1) stability bound (1) heavy-tailed distribution (1) generalization bound (1)

Papers

Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction ICML 2023 McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds NeurIPS 2019