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Focusing on Bayesian optimization techniques, this book offers a clear and illustrated guide to essential theories and their practical applications. Readers will learn how to effectively tune hyperparameters in machine learning models and explore sample-efficient strategies for global optimization, making it a valuable resource for enhancing model performance.
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Bayesian Optimization, Peng Liu
- Language
- Released
- 2023
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- (Paperback)
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