Analytical Bias Correction (ABC) reduces the O(1/n) bias in minibatch centroid estimates for drifting models to O(1/n^2) while adding no first-order variance and preserving convex-hull containment.
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Analytical Correction for Subsampling Bias in Drifting Models
Analytical Bias Correction (ABC) reduces the O(1/n) bias in minibatch centroid estimates for drifting models to O(1/n^2) while adding no first-order variance and preserving convex-hull containment.