A Versatile Influence Function for Data Attribution with Non-Decomposable Loss

Junwei Deng, Weijing Tang, Jiaqi W. Ma

Influence function, a technique rooted in robust statistics, has been adapted in modern machine learning for a novel application: data attribution -- quantifying how individual tra…