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20242026
most citedVaultGemma: A Differentially Private Gemma Model

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cs.DS2026

Convex Optimization with Local Label Differential Privacy: Tight Bounds in All Privacy Regimes

Lynn Chua, Badih Ghazi, Ravi Kumar +3

We study the problem of Stochastic Convex Optimization (SCO) under the constraint of local Label Differential Privacy (L-LDP). In this setting, the features are considered public,…