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label privacy

5 papers

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differential privacy (5) randomized response (2) infinite hypothesis class (1) neural network (1) privacy-accuracy trade-off (1) auc computation (1) privacy-preserving evaluation (1) training data release (1) cluster-based mechanism (1) label differential privacy (1)

Papers

DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023 Label differential privacy and private training data release ICML 2023 Label differential privacy via clustering AISTATS 2022 Deep Learning with Label Differential Privacy NeurIPS 2021 Sample Complexity Bounds for Differentially Private Learning COLT 2011