Most Influential Subset Selection: Challenges, Promises, and Beyond

Yuzheng Hu, Pingbang Hu, Han Zhao +1

How can we attribute the behaviors of machine learning models to their training data? While the classic influence function sheds light on the impact of individual samples, it often…