#leave-one-out

topicleave-one-out

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stat.ME2026

A Leave-One-Out Influence Statistic for Density-Based Outlier Detection

Aurélien Nicosia, Thierry Duchesne, Michel Carbon

The paper introduces a computationally efficient leave-one-out influence score for density-based unsupervised outlier detection using the Linear-Blend Frequency Polygon estimator,…