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Tag: datamodels (1 references)

Datamodels: Predicting Predictions from Training Data 2022 inproceedings

Andrew Ilyas, Sung Min Park, Logan Engstrom, Guillaume Leclerc, Aleksander Madry

Proposes datamodels that predict model outputs as a function of training data subsets, providing a framework for understanding data attribution through retraining experiments.