35 citations · 113 across the 20 of their papers we have counts for
Showing 2011Show all
3 papers · 1 filter
stat.ML2011★ 8 cited
Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions
Shuichi Kawano
This article addresses the problem of classification method based on both labeled and unlabeled data, where we assume that a density function for labeled data is different from tha…
stat.ME2011★ 2 cited
Varying-coefficient modeling via regularized basis functions
Hidetoshi Matsui, Toshihiro Misumi, Shuichi Kawano
We address the problem of constructing varying-coefficient models based on basis expansions along with the technique of regularization. A crucial point in our modeling procedure is…
stat.ME2011
Semi-supervised logistic discrimination for functional data
Shuichi Kawano, Sadanori Konishi
Multi-class classification methods based on both labeled and unlabeled functional data sets are discussed. We present a semi-supervised logistic model for classification in the con…