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Brownlees, C · 2015

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Error bounds of Median-of-means estimators with VC-dimension

math.ST · 2024-09-05 · unverdicted · novelty 6.0

Derives VC-dimension-based error bounds for MOM mean estimators and introduces MOM halfspace depth estimator under finite second moment assumptions.

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Error bounds of Median-of-means estimators with VC-dimension math.ST · 2024-09-05 · unverdicted · none · ref 4
Derives VC-dimension-based error bounds for MOM mean estimators and introduces MOM halfspace depth estimator under finite second moment assumptions.

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