Satoshi Hara

J-GLOBAL         Last updated: Oct 1, 2018 at 11:02
Satoshi Hara
Osaka University
The Institute of Scientific and Industrial Research

Research Areas


Published Papers

Satoshi Hara, Takayuki Katsuki, Hiroki Yanagisawa, Masaaki Imaizumi, Takafumi Ono, Ryo Okamoto, Shigeki Takeuchi
   Jul 2017
Two-sample feature selection is the problem of finding features that describe
a difference between two probability distributions, which is a ubiquitous
problem in both scientific and engineering studies. However, existing methods
have limited appl...
Satoshi Hara, Kohei Hayashi
   Jun 2016
Tree ensembles, such as random forests and boosted trees, are renowned for
their high prediction performance. However, their interpretability is
critically limited due to the enormous complexity. In this study, we present a
method to make a comple...