1.9k citations · 5.6k across the 24 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.DS2023
User-Level Differential Privacy With Few Examples Per User
Badih Ghazi, Pritish Kamath, Ravi Kumar +3
Previous work on user-level differential privacy (DP) [Ghazi et al. NeurIPS 2021, Bun et al. STOC 2023] obtained generic algorithms that work for various learning tasks. However, t…
cs.LG2023
Ticketed Learning-Unlearning Schemes
Badih Ghazi, Pritish Kamath, Ravi Kumar +3
We consider the learning--unlearning paradigm defined as follows. First given a dataset, the goal is to learn a good predictor, such as one minimizing a certain loss. Subsequently,…