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smooth sensitivity

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differential privacy (3) frequency tracking (1) prediction sensitivity (1) trimmed mean (1) concentrated differential privacy (1) global sensitivity (1) sliding window model (1) bound propagation (1) heavy hitter (1) streaming algorithm (1)

Papers

Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 Differentially Private L_2-Heavy Hitters in the Sliding Window Model ICLR 2023 Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NeurIPS 2019 Smooth Sensitivity Based Approach for Differentially Private PCA ALT 2018