Kazuhiko Shinoda

Binary Classification from Positive Data with Skewed Confidence

2020

Positive-confidence (Pconf) classification [Ishida et al., 2018] is a promising weakly-supervised learning method which trains a binary classifier only from positive data equipped with confidence. However, in practice, the confidence may be skewed by bias …