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Discrimination between Gaussian process models: active learning and static constructions

The paper covers the design and analysis of experiments to discriminate between two Gaussian process models with different covariance kernels, such as those widely used in computer experiments, kriging, sensor location and machine learning. Two frameworks are considered. First, we study sequential c...

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Detalles Bibliográficos
Autores principales: Yousefi, Elham, Pronzato, Luc, Hainy, Markus, Müller, Werner G., Wynn, Henry P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462591/
https://www.ncbi.nlm.nih.gov/pubmed/37650050
http://dx.doi.org/10.1007/s00362-023-01436-x