Kernel Methods for Machine Learning with Math and R: 100 Exercises for Building Logic

Suzuki, Joe

  • 出版商: Springer
  • 出版日期: 2022-05-04
  • 售價: $2,240
  • 貴賓價: 9.5$2,128
  • 語言: 英文
  • 頁數: 210
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811903972
  • ISBN-13: 9789811903977
  • 相關分類: R 語言Machine Learning
  • 海外代購書籍(需單獨結帳)

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Chapter 1: Positive Definite Kernels.- Chapter 2: Hilbert Spaces.- Chapter 3: Reproducing Kernel Hilbert Space.- Chapter 4: Kernel Computations.- Chapter 5: MMD and HSIC.- Chapter 6: Gaussian Processes and Functional Data Analyses.