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