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data-dependent bound

4 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) multinomial random variable (1) data-dependent analysis (1) welfare guarantee (1) efficiency analysis (1) lp norm regularization (1) monotonicity (1) strict refinement relation (1) sum of squares error (1) neural network (1)

Papers

Robustness Implies Generalization via Data-Dependent Generalization Bounds ICML 2022 Welfare Guarantees from Data NeurIPS 2017 Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms NeurIPS 2015 Strict Monotonicity of Sum of Squares Error and Normalized Cut in the Lattice of Clusterings ICML 2013