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integral operator

11 papers

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Co-occurring keywords · papers mentioning both

kernel methods (3) reproducing kernel hilbert space (3) relu activation (2) eigenvalue decay (2) spectral analysis (2) divide-and-conquer estimator (1) optimal rate (1) model order (1) overparameterized regime (1) regret rate (1)

Papers

Contextual Online Decision Making with Infinite-Dimensional Functional Regression ICML 2025 A Data-Adaptive RKHS Prior for Bayesian Learning of Kernels in Operators JMLR 2024 Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024 Neural Operators with Localized Integral and Differential Kernels ICML 2024 Quasi-Monte Carlo Features for Kernel Approximation ICML 2024 Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression JMLR 2024 Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks ICLR 2022 A Spectral Analysis of Dot-product Kernels AISTATS 2021 Deep Equals Shallow for ReLU Networks in Kernel Regimes ICLR 2021 On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective NeurIPS 2019 On Learning with Integral Operators JMLR 2010