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kernel interpolation

9 papers

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Co-occurring keywords · papers mentioning both

gaussian process (6) inducing point (4) matrix-vector multiplication (3) structured kernel interpolation (2) scalable inference (2) toeplitz algebra (1) permutohedral lattice (1) rate analysis (1) kernel ridgeless regression (1) benchmark pdes (1)

Papers

The Price of Linear Time: Error Analysis of Structured Kernel Interpolation ICML 2025 Toward Efficient Kernel-Based Solvers for Nonlinear PDEs ICML 2025 Kernel interpolation in Sobolev spaces is not consistent in low dimensions COLT 2022 Kernel Interpolation with Sparse Grids NeurIPS 2022 Kernel Interpolation for Scalable Online Gaussian Processes AISTATS 2021 SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes ICML 2021 Product Kernel Interpolation for Scalable Gaussian Processes AISTATS 2018 Deep Kernel Learning AISTATS 2016 Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015