conftrace_

dp-sgd

8 papers

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Co-occurring keywords · papers mentioning both

differential privacy (3) privacy budget (2) delta divergence (1) excess privacy vulnerability (1) mechanism comparison (1) batch gradient complexity (1) correlated noise generation (1) single epoch (1) lipschitz convex losses (1) ablq (1)

Papers

On the Gradient Complexity of Private Optimization with Private Oracles COLT 2026 Empirical Privacy Variance ICML 2025 Near-Optimal Rates for O(1)-Smooth DP-SCO with a Single Epoch and Large Batches ALT 2025 A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization ICML 2024 Beyond the Calibration Point: Mechanism Comparison in Differential Privacy ICML 2024 How Private are DP-SGD Implementations? ICML 2024 Proactive DP: A Multiple Target Optimization Framework for DP-SGD ICML 2024 ViP: A Differentially Private Foundation Model for Computer Vision ICML 2024