Von Mises-Fisher Clustering Models

Siddharth Gopal, Yiming Yang

Abstract: This paper proposes a suite of models for clustering high-dimensional data on a unit sphere based on Von Mises-Fisher (vMF) distribution and for discovering more intuitive clusters than existing ap...