Makoto Yamada (Ph.D.)
Title
Unit Leader

Members

  • Unit Leader
    Makoto Yamada
  • Postdoctoral Researcher
    Tam Thanh Le
  • Senior Visiting Scientist
    Kenji Fukumizu
  • Senior Visiting Scientist
    Shigeyuki Matsui
  • Visiting Scientist
    Taichiro Endo
  • Visiting Scientist
    Masaaki Imaizumi
  • Visiting Scientist
    Yuta Itoh
  • Visiting Scientist
    Heewon Park
  • Visiting Scientist
    Benjamin Poignard
  • Technical Staff I
    Dinesh Singh

Introduction

Laboratory's photo

We are focusing on developing machine learning algorithm for large p and small n problems such as biomarker discovery and toxicogenomics prediction. In particular, we are interested in nonlinear feature selection algorithms for such high-dimensional data, and proposing simple yet efficient algorithms. Ultimately, we want to build a machine learning framework to automatically find an important information from data.

Main Research Field
Computer Science
Research Subjects
High-dimensional Feature Selection
Transfer Learning
Laboratory Website URL
RIKEN Website URL

[Poster] FY2018 Research Results (Written in Japanese)

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