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Papers
Linear Queries Estimation with Local Differential Privacy
AISTATS 2019
Locally Private Mean Estimation: Z-test and Tight Confidence Intervals
AISTATS 2019
Lower Bounds for Locally Private Estimation via Communication Complexity
COLT 2019
On Mean Estimation for General Norms with Statistical Queries
COLT 2019
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling
NeurIPS 2018
Being Robust (in High Dimensions) Can Be Practical
ICML 2017
Collecting Telemetry Data Privately
NeurIPS 2017
Dealing with Range Anxiety in Mean Estimation via Statistical Queries
ALT 2017
Distributed Mean Estimation with Limited Communication
ICML 2017
Near-Optimal Herding
COLT 2014
Optimal Mean Robust Principal Component Analysis
ICML 2014
Revisiting Stein's Paradox: Multi-Task Averaging
JMLR 2014