Improved subsample-and-aggregate via the private modified winsorized mean

Kelly Ramsay, Dylan Spicker

We develop a univariate, differentially private mean estimator, called the private modified winsorized mean, designed to be used as the aggregator in subsample-and-aggregate. We de…