cs.LG, stat.ML

A Bayesian Information-Theoretic Approach to Data Attribution

arXiv:2604.03858v1 Announce Type: cross
Abstract: Training Data Attribution (TDA) seeks to trace model predictions back to influential training examples, enhancing interpretability and safety. We formulate TDA as a Bayesian information-theoretic probl…