"label differential privacy" Papers

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Enhancing Learning with Label Differential Privacy by Vector Approximation

Puning Zhao, Jiafei Wu, Zhe Liu et al.

ICLR 2025arXiv:2405.15150
3
citations

PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses

Adel Javanmard, Matthew Fahrbach, Vahab Mirrokni

ICML 2024spotlightarXiv:2402.04987
4
citations