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noise amplitude

2 papers

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Co-occurring keywords · papers mentioning both

approximate differential privacy (1) truncated laplacian mechanism (1) linear programming duality (1) manifold (1) laplacian (1) sasaki metric (1) diffusion map (1) gaussian mechanism (1) privacy-utility trade-off (1) dimension reduction (1)

Papers

The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction ICML 2025 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy AISTATS 2020