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Gaussian Process Modulated Cox Processes under Linear Inequality Constraints.

, , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1997-2006. PMLR, (2019)

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Scalable GAM using sparse variational Gaussian processes., , and . CoRR, (2018)Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC., , , and . CoRR, (2019)Finite-Dimensional Gaussian Approximation with Linear Inequality Constraints., , , and . SIAM/ASA J. Uncertain. Quantification, 6 (3): 1224-1255 (2018)Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2780-2789. PMLR, (2019)Gaussian Process Modulated Cox Processes under Linear Inequality Constraints., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1997-2006. PMLR, (2019)Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster., , and . CoRR, (2018)On ANOVA Decompositions of Kernels and Gaussian Random Field Paths., , , , and . MCQMC, volume 163 of Springer Proceedings in Mathematics and Statistics, page 315-330. Springer, (2014)Finite-dimensional Gaussian approximation with linear inequality constraints., , , and . CoRR, (2017)Variational Fourier Features for Gaussian Processes., , and . J. Mach. Learn. Res., (2017)Detecting periodicities with Gaussian processes., , , and . PeerJ PrePrints, (2016)