Search Results for author: Yasuhiko Igarashi

Found 3 papers, 1 papers with code

Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks

no code implementations16 May 2021 Haruka Asanuma, Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada

Teacher-student learning is a framework in which we introduce two neural networks: one neural network is a target function in supervised learning, and the other is a learning neural network.

Continual Learning

Exhaustive search for sparse variable selection in linear regression

no code implementations7 Jul 2017 Yasuhiko Igarashi, Hikaru Takenaka, Yoshinori Nakanishi-Ohno, Makoto Uemura, Shiro Ikeda, Masato Okada

By collecting the results of exhaustively computing ES-K, various approximate methods for selecting sparse variables can be summarized as density of states.

Astronomy regression +1

Cannot find the paper you are looking for? You can Submit a new open access paper.