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uniform covering number

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Co-occurring keywords · papers mentioning both

kernel methods (1) neural network (1) sigmoid neural network (1) rademacher chaos complexity (1) capacity bound (1) composition class (1) function composition (1) capacity control (1) generalization bound (1) gaussian noise (1)

Papers

Nearly-tight Bounds for Deep Kernel Learning ICML 2023 Benefits of Additive Noise in Composing Classes with Bounded Capacity NeurIPS 2022