HOMER replaces the geometric median in median-of-means with a radial Huber center, giving heavy-tail robustness and threshold-controlled mean inference in Hilbert spaces.
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HOMER: Huber-of-Means for Efficient and Robust Estimation in Hilbert Spaces
HOMER replaces the geometric median in median-of-means with a radial Huber center, giving heavy-tail robustness and threshold-controlled mean inference in Hilbert spaces.