Geometry-Adaptive Clustering on High-Dimensional Tori

Surojit Biswas, Soumyadip Paik, Buddhananda Banerjee

Multivariate angular data lie on a torus, but clustering methods often use the flat torus. We introduce curved-torus energy (CTE), a position-dependent dissimilarity based on restr…