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Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
Tinkle Chugh,
Alma Rahat 
,
Pramudita Satria Palar
,
Pramudita Satria Palar
Machine Learning, Optimization, and Data Science, Pages: 579 - 591
Swansea University Author:
Alma Rahat
-
PDF | Accepted Manuscript
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DOI (Published version): 10.1007/978-3-030-37599-7_48
Abstract
Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels
| 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
|
| URI: | https://cronfa.swan.ac.uk/Record/cronfa53580 |
| Tags: |
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| Keywords: |
Machine learning; Kriging; Bayesian optimization; Multi-objective optimization; Model selection |
|---|---|
| College: |
Faculty of Science and Engineering |
| Start Page: |
579 |
| End Page: |
591 |