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Data Attribution via Sketched Metadifferentiation

Chen, Yuxi et al.
arXiv (OAI Expanded) · Papers
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Data attribution seeks to quantify how individual training examples shape a model's predictions and underpins problems including data valuation, machine unlearning, and model interpretability. Despite having a long line of work, computationally scalable methods often struggle to predict the effect o
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