Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms

Maryam Abdolali, Nicolas Gillis

Subspace clustering is an important unsupervised clustering approach. It is based on the assumption that the high-dimensional data points are approximately distributed around sever…