Imperfect Influence, Preserved Rankings: A Theory of TRAK for Data Attribution

Han Tong, Shubhangi Ghosh, Haolin Zou +1

Data attribution, tracing a model's prediction back to specific training data, is an important tool for interpreting sophisticated AI models. The widely used TRAK algorithm address…