On Finite-sample Concentration of Median of Incomplete U-Statistics
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arXiv:2606.00661v2 Announce Type: replace Abstract: Median-of-means (MoM) is a powerful technique that theoretically enables near sub-Gaussian finite-sample rate for parameter estimation when the underlying data distribution is heavy-tailed (e.g., assumed to have only two first finite moments). A r…
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- 2026-08-24 04:00 · arXiv stat.ML
On Finite-sample Concentration of Median of Incomplete U-Statistics