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non-stationary kernel

11 papers

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Co-occurring keywords · papers mentioning both

gaussian process (8) kernel methods (6) spectral kernel (3) spectral representation (2) variational inference (2) sparse spectral (1) influence kernel (1) spectral feature mapping (1) convolutional spectral kernel (1) batch training (1)

Papers

Bayesian Optimization over Bounded Domains with the Beta Product Kernel UAI 2025 Nonstationary Sparse Spectral Permanental Process NeurIPS 2024 Spatio-temporal point processes with deep non-stationary kernels ICLR 2023 Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference AAAI 2022 AK: Attentive Kernel for Information Gathering RSS 2022 Neural Spectral Marked Point Processes ICLR 2022 Automated Spectral Kernel Learning AAAI 2020 Learning spectrograms with convolutional spectral kernels AISTATS 2020 Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning NeurIPS 2020 Harmonizable mixture kernels with variational Fourier features AISTATS 2019 Non-Stationary Spectral Kernels NeurIPS 2017