Skip to content

Data Shapley in One Training Run

Official Honorable MentionData attribution

Attributes training data contributions to a particular model run. It accumulates Shapley values of gradient updates rather than repeatedly retraining models on different data subsets.

Explanation level

Overview

Attributes training data contributions to a particular model run. It accumulates Shapley values of gradient updates rather than repeatedly retraining models on different data subsets.

When reading the original paper, identify its problem, inputs, outputs, and methodological assumptions.

References

  1. Bibliographic source

ID: iclr-2025-in-run-data-shapley · Last verified:

Reading notes (.md, English) ↓