conftrace_

concentrated differential privacy

3 papers

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Also known as

CDP

Co-occurring keywords · papers mentioning both

trimmed mean (1) smooth sensitivity (1) heavy-tailed data (1) gradient moment (1) excess population risk (1) heavy-tailed distribution (1) matrix estimation (1) stochastic convex optimization (1) statistical estimation (1) covariance estimation (1)

Papers

Differentially Private Covariance Revisited NeurIPS 2022 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data ICML 2022 Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NeurIPS 2019