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uniform convergence bound

3 papers

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Co-occurring keywords · papers mentioning both

misspecified learning (1) kernel methods (1) learning bound (1) learning guarantee (1) spectral algorithm (1) minimax optimal (1) eigenvalue decay (1) reproducing kernel banach space (1) reproducing kernel (1) sequential learning (1)

Papers

On the Optimality of Misspecified Spectral Algorithms JMLR 2024 Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space ICML 2023 Learning Bounds for Domain Adaptation NeurIPS 2007