Deeper Understanding of Black-box Predictions via Generalized Influence Functions

Hyeonsu Lyu, Jonggyu Jang, Sehyun Ryu +1

Influence functions (IFs) elucidate how training data changes model behavior. However, the increasing size and non-convexity in large-scale models make IFs inaccurate. We suspect t…