2023
Hierarchical clustering with dot products recovers hidden tree structure
NeurIPS 2023spotlight
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 by maximum average dot product and not, for example, by minimum d…