Shigeki Takeuchi

Consistent and Efficient Nonparametric Different-Feature Selection

Two-sample feature selection is a ubiquitous problem in both scientific and engineering studies. We propose a feature selection method to find features that describe a difference in two probability distributions. The proposed method is nonparametric and does not assume any specific parametric models…