Stability of nearest-center clustering partitions is ensured for perturbations smaller than half the minimum margin to alternative centers, with instability localized to points near boundaries.
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Stability of Partitions Induced by Nearest-Center Assignment Under Perturbations
Stability of nearest-center clustering partitions is ensured for perturbations smaller than half the minimum margin to alternative centers, with instability localized to points near boundaries.