The balloon mean is a computationally tractable robust differentially private mean estimator with theoretical guarantees under heavy-tailed contaminated elliptical models.
arXiv preprint arXiv:2208.07353 , year=
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Computationally tractable robust differentially private mean estimation
The balloon mean is a computationally tractable robust differentially private mean estimator with theoretical guarantees under heavy-tailed contaminated elliptical models.