Who’s responsible? Jointly quantifying the contribution of the learning algorithm and training data
Gal Yona, Amirata Ghorbani and James Zou.
Michael P. Kim, Aleksandra Korolova, Guy N. Rothblum and Gal Yona.
Innovations in Theoretical Computer Science (ITCS) 2020
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum and Gal Yona.
Foundations of Computer Science (FOCS) 2019.
Probably Approximately Metric Fair Learning
Guy N. Rothblum and Gal Yona.
International Conference on Machine Learning (ICML) 2018.