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label differential privacy

9 papers

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Also known as

LABEL DP LABEL-DP

Co-occurring keywords · papers mentioning both

bias-variance tradeoff (2) randomized response (2) privacy mechanism (1) random vector (1) neural network (1) model privacy (1) privacy-accuracy trade-off (1) class conditional probability (1) pate framework (1) multiple instance regression (1)

Papers

Aggregating Data for Optimal Learning UAI 2025 Enhancing Learning with Label Differential Privacy by Vector Approximation ICLR 2025 LabelDP-Pro: Learning with Label Differential Privacy via Projections ICLR 2024 PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses ICML 2024 Does Label Differential Privacy Prevent Label Inference Attacks? AISTATS 2023 Optimal Unbiased Randomizers for Regression with Label Differential Privacy NeurIPS 2023 Regression with Label Differential Privacy ICLR 2023 Label differential privacy via clustering AISTATS 2022 Antipodes of Label Differential Privacy: PATE and ALIBI NeurIPS 2021