Efficient State-Space Inference of Periodic Latent Force Models

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Efficient State-Space Inference of Periodic Latent Force Models

23 October 2013

Stephen J. Roberts

Siddhartha Ghosh

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Papers citing "Efficient State-Space Inference of Periodic Latent Force Models"

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A Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation Yu Duan M. Eaton Michael Bluck 53 0 0 13 Dec 2023
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients Marc Härkönen Markus Lange-Hegermann Bogdan Raiță 135 16 0 29 Dec 2022
Inference of modes for linear stochastic processes R. MacKay 15 1 0 23 Sep 2019
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes T. Nickson Tom Gunter C. Lloyd Michael A. Osborne Stephen J. Roberts 91 21 0 27 Oct 2015
Dependent Matérn Processes for Multivariate Time Series A. Vandenberg-Rodes Babak Shahbaba AI4TS 28 2 0 11 Feb 2015
Automated Machine Learning on Big Data using Stochastic Algorithm Tuning T. Nickson Michael A. Osborne S. Reece Stephen J. Roberts 61 25 0 30 Jul 2014