Bayesian Optimization and Data Science
Archetti, Francesco, Candelieri, Antonio
- 出版商: Springer
- 出版日期: 2019-10-07
- 售價: $2,940
- 貴賓價: 9.5 折 $2,793
- 語言: 英文
- 頁數: 126
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030244938
- ISBN-13: 9783030244934
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相關分類:
機率統計學 Probability-and-statistics、Data Science
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相關主題
商品描述
1. Automated Machine Learning and Bayesian Optimization.- 2. From Global Optimization to Optimal Learning.- 3. The Surrogate Model.- 4. The Acquisition Function.- 5. Exotic BO.- 6. Software Resources.- 7. Selected Applications.