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spectral mixture kernel

11 papers

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Co-occurring keywords · papers mentioning both

gaussian process (8) kernel methods (3) random fourier feature (2) multi-output learning (2) multi-output regression (2) variational inference (2) change point detection (2) gaussian mixture density (1) motion understanding (1) high frequency (1)

Papers

Offline Changepoint Detection With Gaussian Processes UAI 2025 Learning Adverbs with Spectral Mixture Kernels ACL 2024 Preventing Model Collapse in Gaussian Process Latent Variable Models ICML 2024 Solving High Frequency and Multi-Scale PDEs with Gaussian Processes ICLR 2024 Efficient Approximate Inference for Stationary Kernel on Frequency Domain ICML 2022 A general linear-time inference method for Gaussian Processes on one dimension JMLR 2021 The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain AISTATS 2021 Spectral Mixture Kernels for Multi-Output Gaussian Processes NeurIPS 2017 Deep Kernel Learning AISTATS 2016 Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces AISTATS 2016 GP Kernels for Cross-Spectrum Analysis NeurIPS 2015