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adaptive clipping

5 papers

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differential privacy (5) linear regression (2) privacy-preserving learning (2) stochastic gradient descent (2) per-sample gradient (1) neural network (1) sub-gaussian distribution (1) high-dimensional setting (1) model update (1) gaussian mechanism (1)

Papers

Revisiting Differentially Private ReLU Regression NeurIPS 2024 Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023 Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency NeurIPS 2023 (Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022 Differentially Private Learning with Adaptive Clipping NeurIPS 2021