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gaussian complexity

5 papers

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Co-occurring keywords

rademacher complexity (109) risk bound (71) structural risk minimization (14) early stopping (76) conditional mutual information (41) support vector machine (978) generalization bound (652) margin bound (15) empirical process (22) localized complexity (2)

Papers

Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NIPS 2022
Uniform concentration and symmetrization for weak interactions COLT 2019
Early stopping for kernel boosting algorithms: A general analysis with localized complexities NIPS 2017
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NIPS 2008
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results JMLR 2002