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.
Mates: Model-aware data selection for efficient pretraining with data influence models.Advances in Neural Information Processing Systems, 2024
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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.