A Theory to Instruct Differentially-Private Learning via Clipping Bias Reduction

Published version (IEEE S&P 2023): https://ieeexplore.ieee.org/document/10179409.

To reproduce

Install all packages as specified in requirements.txt.

Check the setups in script run.sh, then run it in a terminal.