A connection between Huber's contamination and heavy-tailed models yields unified robust mean estimators that are both computationally efficient and statistically optimal under certain conditions.
On the uniform c onvergence of relative frequencies of events to their probabilities
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A Unified Approach to Robust Mean Estimation
A connection between Huber's contamination and heavy-tailed models yields unified robust mean estimators that are both computationally efficient and statistically optimal under certain conditions.