Yoshinobu Kawahara
Yoshinobu Kawahara (Ph.D.)

Members

  • Team leader
    Yoshinobu Kawahara
  • Research scientist
    Matthias Weissenbacher
  • Special postdoctoral researcher
    Kazu Ghalamkari
  • Postdoctoral researcher
    Velmurugan Gandhi
  • Postdoctoral researcher
    Itsushi Sakata
  • Technical staff I
    Yoshiteru Nishimura
  • Visiting scientist
    Keisuke Fujii
  • Visiting scientist
    Yuka Hashimoto
  • Visiting scientist
    Naoya Takeishi
  • Visiting scientist
    Takuya Konishi

Introduction

Laboratory's photo

When making predictions based on intelligent information processing such as machine learning, we usually have prior information about structures among variables in data. In our team, we study theories and algorithms for learning with such structural information. Moreover, we conduct applied researches by applying developed algorithms to a variety of scientific and engineering data.

Main Research Field
Computer Science
Research Field
Physics / Engineering
Research Subjects
Machine learning with structural prior information
Development of optimization algorithms for efficient learning
Learning for analysis of spatiotemporal dynamics
Application of developed methods to scientific and engineering data
Laboratory Website URL
RIKEN Website URL

Introduction Video

Structured Learning Team (PI: Yoshinobu Kawahara) thumbnails
Poster(s)

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