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matérn kernel

8 papers

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gaussian process (4) kernel methods (3) matern kernel (2) fourier feature (2) riemannian manifold (2) reproducing kernel hilbert space (2) spectral theory (1) information regularity (1) adaptive domain partitioning (1) kernel-based (1)

Papers

Matérn Kernels for Tunable Implicit Surface Reconstruction ICLR 2025 Towards Unified Native Spaces in Kernel Methods JMLR 2025 Reward-Free Kernel-Based Reinforcement Learning ICML 2024 On the Identifiability and Interpretability of Gaussian Process Models NeurIPS 2023 Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds NeurIPS 2023 Bandit optimisation of functions in the Matérn kernel RKHS AISTATS 2020 Matérn Gaussian Processes on Riemannian Manifolds NeurIPS 2020 Variational Fourier Features for Gaussian Processes JMLR 2018