Which Influence Are We Estimating? The Role of Counterfactual Specifications in Data Attribution.

arXiv:2609.31214v1 Announce Type: new Abstract: Estimating the influence of training examples on model behavior is essential for data debugging, valuation, and attribution. Existing influence estimators often produce incompatible rankings, which are commonly a