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09/22/2022
The RITAS algorithm: a constructive yield monitor data processing algorithm
Yield monitor datasets are known to contain a high percentage of unrelia...
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08/31/2022
Automatic Dynamic Relevance Determination for Gaussian process regression with high-dimensional functional inputs
In the context of Gaussian process regression with functional inputs, it...
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04/12/2022
Specifying Prior Distributions in Reliability Applications
Especially when facing reliability data with limited information (e.g., ...
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02/03/2022
Valid predictions of group-level random effects
Gaussian linear models with random group-level effects are the standard ...
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03/05/2020
Knot Selection in Sparse Gaussian Processes with a Variational Objective
Sparse, knot-based Gaussian processes have enjoyed considerable success ...
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02/21/2020
Knot Selection in Sparse Gaussian Processes
Knot-based, sparse Gaussian processes have enjoyed considerable success ...
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02/21/2020
