cs.AI, cs.LG

f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness

arXiv:2510.10510v2 Announce Type: replace
Abstract: Influence estimation methods promise to explain and debug machine learning by estimating the impact of individual samples on the final model. Yet, existing methods collapse under training randomness:…