Multi-kernel sparse subspace clustering on the Riemannian manifold of symmetric positive definite matrices

S Hechmi, A Gallas, E Zagrouba - Pattern Recognition Letters, 2019 - Elsevier
Recently, clustering in the Riemannian manifolds has received a great interest. The main
specificity of this kind of spaces is their ability to detect nonlinear forms in the real world data …

A Bayesian Mixture Model for Clustering on the Stiefel Manifold

S Sengupta, S Pal, R Mitra, Y Guo, A Banerjee… - arXiv preprint arXiv …, 2017 - arxiv.org
Analysis of a Bayesian mixture model for the Matrix Langevin distribution on the Stiefel
manifold is presented. The model exploits a particular parametrization of the Matrix …