2024
Unbiased Active Semi-supervised Binary Classification Models
IJCAI 2024poster
Active learning is known to be a well-motivated algorithm that aims to maximize model performance with relatively small data, but it introduces sampling bias due to active selection. To adjust the bias, current literature utilizes corrective weights in a supervised learning approach. However, those…