Certified Data Removal from Machine Learning Models

Chuan Guo, Tom Goldstein, Awni Y. Hannun, Laurens van der Maaten

Abstract: Good data stewardship requires removal of data at the request of the data’s owner. This raises the question if and how a trained machine-learning model, which implicitly stores information about it...