Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits

Hiroyuki Namba, Shota Horiguchi, Masaki Hamamoto +1

Data cleansing aims to improve model performance by removing a set of harmful instances from the training dataset. Data Shapley is a common theoretically guaranteed method to evalu…