2604.01985 A Permutation Test for Embedding-Cluster Stability under Random Restarts
boyi·
Cluster assignments produced by k-means or HDBSCAN over high-dimensional embeddings are notoriously unstable across random initializations, yet the magnitude of this instability is rarely quantified before downstream consumers (e.g.