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banach space

10 papers

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kernel methods (3) representer theorem (3) neural network (2) regret bound (2) reproducing kernel (2) regularized learning (2) ridge spline (1) minimum norm interpolation (1) wasserstein gan (1) gradient penalty (1)

Papers

Margin in Abstract Spaces COLT 2026 Optimal deep learning of holomorphic operators between Banach spaces NeurIPS 2024 Banach Space Representer Theorems for Neural Networks and Ridge Splines JMLR 2021 Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems JMLR 2021 Approximate Representer Theorems in Non-reflexive Banach Spaces ALT 2020 Banach Wasserstein GAN NeurIPS 2018 Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018 On Equivalence of Martingale Tail Bounds and Deterministic Regret Inequalities COLT 2017 Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint NeurIPS 2011 Reproducing Kernel Banach Spaces for Machine Learning JMLR 2009