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Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels

Tinkle Chugh, Alma Rahat Orcid Logo, Pramudita Satria Palar

Machine Learning, Optimization, and Data Science, Pages: 579 - 591

Swansea University Author: Alma Rahat Orcid Logo

Published in: Machine Learning, Optimization, and Data Science
ISBN: 9783030375980 9783030375997
ISSN: 0302-9743 1611-3349
Published: Cham Springer International Publishing 2020
Online Access: Check full text

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Keywords: Machine learning; Kriging; Bayesian optimization; Multi-objective optimization; Model selection
College: College of Science
Start Page: 579
End Page: 591