Bayesian Optimization and Data Science

Archetti, Francesco, Candelieri, Antonio

  • 出版商: Springer
  • 出版日期: 2019-10-07
  • 售價: $2,670
  • 貴賓價: 9.5$2,537
  • 語言: 英文
  • 頁數: 126
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030244938
  • ISBN-13: 9783030244934
  • 相關分類: 人工智慧Data Science
  • 海外代購書籍(需單獨結帳)

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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.