KNN-distance outlier removal yields a constant-factor reduction from robust k-means to standard k-means under cluster-size assumptions.
The faiss library
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Simple KNN-Based Outlier Detection Achieves Robust Clustering
KNN-distance outlier removal yields a constant-factor reduction from robust k-means to standard k-means under cluster-size assumptions.