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margin-based bound

3 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) support vector machine (2) margin-based inequality (1) covering number (1) interpolating classifier (1) benign overfitting (1) fat-shattering dimension (1) empirical complexity (1) multi-class classification (1) statistical learning theory (1)

Papers

Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 Near-Tight Margin-Based Generalization Bounds for Support Vector Machines ICML 2020 Data-dependent margin-based generalization bounds for classification JMLR 2002