Tingwei Li

Efficient Ensembles Improve Training Data Attribution

2024 · arXiv (Cornell University)

Training data attribution (TDA) methods aim to quantify the influence of individual training data points on the model predictions, with broad applications in data-centric AI, such as mislabel detection, data selection, and copyright compensation. However, …