Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints

Virat Shejwalkar, Arun Ganesh, Rajiv Mathews +5

In this work, we focus on improving the accuracy-variance trade-off for state-of-the-art differentially private machine learning (DP ML) methods. First, we design a general framewo…