A Brief History: Who Developed the Cluster Assumption? The cluster assumption, a foundational concept in semi-supervised learning (SSL), was introduced in the late 1990s. Researchers like Xiaojin Zhu and Avrim Blum formalized this principle, leveraging clustering and manifold learning theories …
