conftrace_

gaussian complexity

8 papers

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Co-occurring keywords · papers mentioning both

rademacher complexity (4) generalization bound (2) risk bound (2) spectral norm (1) structural risk minimization (1) early stopping (1) conditional mutual information (1) concentration inequality (1) support vector machine (1) margin bound (1)

Papers

On Generalization Bounds for Neural Networks with Low Rank Layers ALT 2025 Minimum Norm Interpolation Meets The Local Theory of Banach Spaces ICML 2024 Perturb-and-Project: Differentially Private Similarities and Marginals ICML 2024 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Uniform concentration and symmetrization for weak interactions COLT 2019 Early stopping for kernel boosting algorithms: A general analysis with localized complexities NeurIPS 2017 On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NeurIPS 2008 Rademacher and Gaussian Complexities: Risk Bounds and Structural Results JMLR 2002