Private Convex Optimization in General Norms
- Sivakanth Gopi ,
- Yin Tat Lee ,
- Daogao Liu ,
- Rouqi Shen ,
- Kevin Tian
SODA 2023 |
We propose a new framework for differentially private optimization of convex functions which are Lipschitz in an arbitrary norm via regularized exponential mechanism.