Machine Learning: What’s Changing and What’s Unchanged

DOI Web Site Open Access

Bibliographic Information

Other Title
  • 変わりゆく機械学習と変わらない機械学習
  • 人工知能と物理学 変わりゆく機械学習と変わらない機械学習
  • ジンコウ チノウ ト ブツリガク カワリユク キカイ ガクシュウ ト カワラナイ キカイ ガクシュウ

Search this article

Abstract

<p>This article introduces the recent changes of machine learning and the unchangeable principles of machine learning. First, after showing the definition of machine learning (ML), we describe the research area of ML. We overview these sub-areas from the viewpoints of validity, effectiveness, and efficiency. Then, as a changing part of ML, we briefly show the recent progress of ML. And, we describe three basic principles of ML. Finally, we show the difficulty of using ML techniques, and examples of application of the ML techniques to the natural science area.</p>

Journal

  • Butsuri

    Butsuri 74 (1), 5-13, 2019-01-05

    The Physical Society of Japan

Related Projects

See more

Details 詳細情報について

Report a problem

Back to top