Single-linkage clustering is exponentially consistent under the condition d_I < d_H, and the sequential variant SLINK-SEQ reaches the same error probability with fewer samples.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Exponentially Consistent Nonparametric Linkage-Based Clustering of Data Sequences
Single-linkage clustering is exponentially consistent under the condition d_I < d_H, and the sequential variant SLINK-SEQ reaches the same error probability with fewer samples.