Annie Gray

Hierarchical clustering with dot products recovers hidden tree structure

2023 · Bristol Research (University of Bristol)

In this paper we offer a new perspective on the well established agglomerative clustering algorithm, focusing on recovery of hierarchical structure. We recommend a simple variant of the standard algorithm, in which clusters are merged …