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10/11/2022
Computationally-efficient initialisation of GPs: The generalised variogram method
We present a computationally-efficient strategy to find the hyperparamet...
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06/16/2021
Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling
The carbon pump of the world's ocean plays a vital role in the biosphere...
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02/11/2020
Gaussian process imputation of multiple financial series
In Financial Signal Processing, multiple time series such as financial i...
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02/09/2020