1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2023
Multi-Task Learning Regression via Convex Clustering
Akira Okazaki, Shuichi Kawano
Multi-task learning (MTL) is a methodology that aims to improve the general performance of estimation and prediction by sharing common information among related tasks. In the MTL,…
stat.ME2023★ 1 cited
Multivariate regression modeling in integrative analysis via sparse regularization
Shuichi Kawano, Toshikazu Fukushima, Junichi Nakagawa +1
The multivariate regression model basically offers the analysis of a single dataset with multiple responses. However, such a single-dataset analysis often leads to unsatisfactory r…
stat.ME2012
Adaptive bridge regression modeling with model selection criteria
Shuichi Kawano
We consider the problem of constructing an adaptive bridge regression modeling, which is a penalized procedure by imposing different weights to different coefficients in the bridge…