Edwige Cyffers
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2026
Limits of Personalizing Differential Privacy Budgets
The paper demonstrates that for mean estimation under differential privacy, the benefits of fully personalized privacy budgets are often limited, suggesting that choosing the correct effective budget via simple thresholding is often sufficient.
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