A Prime Video paper discusses one of the fundamental clustering techniques in machine learning, examining its key performance factors, and revealing the underlying mechanism used to find the clusters.
Simple matrix factorization techniques can be employed to build an accurate and provable clustering algorithm whose performance doesn’t necessarily degrade even if the space of the clusters is close.