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mean estimation

69 papers

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Co-occurring keywords

differential privacy (1010) robust statistics (102) robust estimation (167) covariance estimation (96) outlier detection (318) heavy-tailed distribution (98) linear regression (281) local differential privacy (72) high-dimensional statistics (145) stochastic convex optimization (68)

Papers

Private Mean Estimation of Heavy-Tailed Distributions COLT 2020
Strategyproof Mean Estimation from Multiple-Choice Questions ICML 2020
Breaking the Communication-Privacy-Accuracy Trilemma NIPS 2020
Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization NIPS 2020
Lower Bounds for Locally Private Estimation via Communication Complexity COLT 2019
On Mean Estimation for General Norms with Statistical Queries COLT 2019
How Hard is Robust Mean Estimation? COLT 2019
Linear Queries Estimation with Local Differential Privacy AISTATS 2019
Fast Mean Estimation with Sub-Gaussian Rates COLT 2019
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NIPS 2019
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling NIPS 2018
Dealing with Range Anxiety in Mean Estimation via Statistical Queries ALT 2017
Being Robust (in High Dimensions) Can Be Practical ICML 2017
Collecting Telemetry Data Privately NIPS 2017
Distributed Mean Estimation with Limited Communication ICML 2017
Optimal Mean Robust Principal Component Analysis ICML 2014
Revisiting Stein's Paradox: Multi-Task Averaging JMLR 2014
Near-Optimal Herding COLT 2014