no code implementations • 3 Apr 2023 • Shota Hozumi, Kentaro Kutsukake, Kota Matsui, Syunya Kusakawa, Toru Ujihara, Ichiro Takeuchi
We interpret this problem as an active-learning (AL) of the level set estimation (LSE) problem.
no code implementations • 16 Nov 2021 • Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi
A cascade process is a multistage process in which the output of one stage is used as an input for the subsequent stage.
no code implementations • 9 Nov 2019 • Kota Matsui, Shunya Kusakawa, Keisuke Ando, Kentaro Kutsukake, Toru Ujihara, Ichiro Takeuchi
In this paper, we propose an active learning method for an inverse problem that aims to find an input that achieves a desired structured-output.