High-Probability Bounds For Heterogeneous Local Differential Privacy

Maryam Aliakbarpour, Alireza Fallah, Swaha Roy +1

We study statistical estimation under local differential privacy (LDP) when users may hold heterogeneous privacy levels and accuracy must be guaranteed with high probability. Depar…