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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

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DOI (Published version): 10.1007/978-3-030-37599-7_48

Published in: Machine Learning, Optimization, and Data Science
ISBN: 9783030375980 9783030375997
ISSN: 0302-9743 1611-3349
Published: Cham Springer International Publishing 2020
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URI: https://cronfa.swan.ac.uk/Record/cronfa53580
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first_indexed 2020-02-20T19:59:28Z
last_indexed 2023-01-11T14:31:12Z
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spelling 2022-11-01T15:29:37.0216886 v2 53580 2020-02-19 Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels 6206f027aca1e3a5ff6b8cd224248bc2 0000-0002-5023-1371 Alma Rahat Alma Rahat true false 2020-02-19 SCS Book chapter Machine Learning, Optimization, and Data Science 579 591 Springer International Publishing Cham 9783030375980 9783030375997 0302-9743 1611-3349 Machine learning; Kriging; Bayesian optimization; Multi-objective optimization; Model selection 3 1 2020 2020-01-03 10.1007/978-3-030-37599-7_48 COLLEGE NANME Computer Science COLLEGE CODE SCS Swansea University 2022-11-01T15:29:37.0216886 2020-02-19T11:34:03.0896714 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Tinkle Chugh 1 Alma Rahat 0000-0002-5023-1371 2 Pramudita Satria Palar 3 53580__16639__399c1a7e21ba46bbaf1c089bcfa64aa6.pdf 53580.pdf 2020-02-19T16:28:55.8501301 Output 503050 application/pdf Accepted Manuscript true 2021-01-03T00:00:00.0000000 true
title Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
spellingShingle Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
Alma Rahat
title_short Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
title_full Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
title_fullStr Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
title_full_unstemmed Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
title_sort Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
author_id_str_mv 6206f027aca1e3a5ff6b8cd224248bc2
author_id_fullname_str_mv 6206f027aca1e3a5ff6b8cd224248bc2_***_Alma Rahat
author Alma Rahat
author2 Tinkle Chugh
Alma Rahat
Pramudita Satria Palar
format Book chapter
container_title Machine Learning, Optimization, and Data Science
container_start_page 579
publishDate 2020
institution Swansea University
isbn 9783030375980
9783030375997
issn 0302-9743
1611-3349
doi_str_mv 10.1007/978-3-030-37599-7_48
publisher Springer International Publishing
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
document_store_str 1
active_str 0
published_date 2020-01-03T04:06:36Z
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