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Toward the Tradeoffs Between Privacy, Fairness and Utility in Federated Learning.

, , , , , and . EISA, volume 2004 of Communications in Computer and Information Science, page 118-132. Springer, (2023)

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Trading Off Privacy, Utility and Efficiency in Federated Learning., , , , and . CoRR, (2022)Variance-dependent best arm identification., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1120-1129. AUAI Press, (2021)Adaptive Double-Exploration Tradeoff for Outlier Detection., , , and . AAAI, page 6837-6844. AAAI Press, (2020)A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning., , , , and . ACM Trans. Intell. Syst. Technol., 15 (3): 55:1-55:36 (June 2024)Secure Dataset Condensation for Privacy-Preserving and Efficient Vertical Federated Learning., , , , and . ECML/PKDD (1), volume 14941 of Lecture Notes in Computer Science, page 212-229. Springer, (2024)No Free Lunch Theorem for Privacy-Preserving LLM Inference., , , , , , and . CoRR, (2024)Adaptive Multivariable Super-Twisting-Based Lyapunov Redesign for RLV Attitude Control., , , and . IEEE Trans. Syst. Man Cybern. Syst., 54 (5): 3144-3152 (May 2024)Red or white? Color in Chinese folksongs., and . Digit. Scholarsh. Humanit., 36 (1): 225-241 (2021)Study on Co-Existence of Macro WCDMA Cell and Micro HSUPA Cell., , , and . VTC Spring, page 1-5. IEEE, (2010)A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning., , , , , and . CoRR, (2022)