DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning

Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B. G, Vincent Bindschaedler. DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Wenxuan Bao

This author has not been identified. Look up 'Wenxuan Bao' in Google

Francesco Pittaluga

This author has not been identified. Look up 'Francesco Pittaluga' in Google

Vijay Kumar B. G

This author has not been identified. Look up 'Vijay Kumar B. G' in Google

Vincent Bindschaedler

This author has not been identified. Look up 'Vincent Bindschaedler' in Google