Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets

Baris Sumengen, Anand Rajagopalan, Gui Citovsky +6

Hierarchical Agglomerative Clustering (HAC) is one of the oldest but still most widely used clustering methods. However, HAC is notoriously hard to scale to large data sets as the…