[Information Mathematics for Machine Learning]

Jun'ichi Kotoku

doi:10.11323/jjmp.40.2_55

[Information Mathematics for Machine Learning]

Igaku Butsuri. 2020;40(2):55-60. doi: 10.11323/jjmp.40.2_55.

[Article in Japanese]

Author

Jun'ichi Kotoku¹

Affiliation

¹ Graduate School of Medical Care and Technology, Teikyo University.

PMID: 32611943
DOI: 10.11323/jjmp.40.2_55

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.

Keywords: KL divergence; machine learning; mathematics; mutual information.

MeSH terms

Machine Learning*
Mathematics*