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Understanding Black-box Predictions via Influence Functions

2017 inproceedings koh2017understanding
Authors
Pang Wei Koh, Percy Liang
Venue
Proceedings of the 34th International Conference on Machine Learning (ICML)
Abstract
Uses influence functions from robust statistics to trace model predictions back to training data, identifying training points most responsible for a given prediction.