Bayesian optimization /
Bayesian optimization is a methodology that has proven success in the sciences, engineering and beyond for optimizing expensive objective functions. This self-contained text targets graduate students and researchers in machine learning and statistics, and practitioners from other fields, wishing to...
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| Format: | Book |
| Language: | English |
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Cambridge ; New York :
Cambridge University Press,
[2023].
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| Summary: | Bayesian optimization is a methodology that has proven success in the sciences, engineering and beyond for optimizing expensive objective functions. This self-contained text targets graduate students and researchers in machine learning and statistics, and practitioners from other fields, wishing to harness the power of Bayesian optimization. |
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| Physical Description: | xvi, 358 pages : illustrations (some color) ; 26 cm. |
| Bibliography: | Includes bibliographical references (pages 331-351) and index. |
| ISBN: | 9781108425780 110842578X |