Information Mathematics for Machine Learning

• KOTOKU Jun’ichi

  Graduate School of Medical Care and Technology, Teikyo University

Bibliographic Information

Other Title

• 機械学習のための情報数学
• キカイ ガクシュウ ノ タメ ノ ジョウホウ スウガク

Abstract

This manuscript is a supplement to the machine learning course at JSMP Medical Physics Summer School held in 2019. The idea of Kulbuck-Leibler divergence, a key concept in machine learning, is introduced with mutual information.

Journal

• Japanese Journal of Medical Physics (Igakubutsuri)

  Japanese Journal of Medical Physics (Igakubutsuri) 40 (2), 55-60, 2020-06-30

  Japan Society of Medical Physics

Keywords

• machine learning
• mathematics
• KL divergence
• mutual information

Details

• CRID: 1390285300171005824
• NII Article ID: 130007866923
• NII Book ID: AA11580542
• DOI: 10.11323/jjmp.40.2_55
• ISSN: 21869634
• ISSN: 13455354
• NDL BIB ID: 030562319
• PubMed: 32611943
• Web Site: http://id.ndl.go.jp/bib/030562319
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I030562319
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • PubMed
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed