Extends influence functions with a second-order pairwise interaction term that improves group attribution accuracy over simple summation on multiple model-dataset pairs and instruction-tuning selection tasks.
Deep batch active learning by diverse, uncertain gradient lower bounds.International Conference on Learning Representations, 2020
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Interaction-Aware Influence Functions for Group Attribution
Extends influence functions with a second-order pairwise interaction term that improves group attribution accuracy over simple summation on multiple model-dataset pairs and instruction-tuning selection tasks.