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04/11/2023
Actually Sparse Variational Gaussian Processes
Gaussian processes (GPs) are typically criticised for their unfavourable...
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02/01/2023
Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
Short-term forecasting of solar photovoltaic energy (PV) production is i...
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10/27/2021
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels
Gaussian processes are machine learning models capable of learning unkno...
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05/06/2021
A Unifying and Canonical Description of Measure-Preserving Diffusions
A complete recipe of measure-preserving diffusions in Euclidean space wa...
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03/21/2019