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06/08/2022
Neural Diffusion Processes
Gaussian processes provide an elegant framework for specifying prior and...
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10/27/2021
Validating Gaussian Process Models with Simulation-Based Calibration
Gaussian process priors are a popular choice for Bayesian analysis of re...
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06/15/2021
Kernel Identification Through Transformers
Kernel selection plays a central role in determining the performance of ...
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03/11/2021
The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain
In the univariate setting, using the kernel spectral representation is a...
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10/30/2020