Data Efficient Subset Training with Differential Privacy

Ninad Jayesh Gandhi, Moparthy Venkata Subrahmanya Sri Harsha

Private machine learning introduces a trade-off between the privacy budget and training performance. Training convergence is substantially slower and extensive hyper parameter tuni…