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Modified predictions of basic Gaussian process regression

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posted on 2022-12-06, 05:52 authored by Bikash Ranjan DindaBikash Ranjan Dinda

This paper modify the basic Gaussian process regression predictions to get the correct order of magnitude of standard deviation and covariance at some target points different from the data points.

Funding

Indian Institute of Science Education and Research Kolkata

History

Email Address of Submitting Author

bikashd18@gmail.com

ORCID of Submitting Author

0000-0001-5432-667X

Submitting Author's Institution

Indian Institute of Science Education and Research Kolkata

Submitting Author's Country

  • India

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    Keywords

    Gaussian process regression approachGaussian process regression modelGaussian Process Regression Predict...machine learning-based

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    CC BY 4.0

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