Influence Functions in Deep Learning Are Fragile,
Samyadeep Basu, Phil Pope, Soheil Feizi.
Proceedings of the 9th International Conference on Learning Representations(2020)
Abstract
Influence functions approximate the effect of training samples in test-time predictions and have a wide variety of applications in machine learning interpretability and uncertainty estimation. A...
