Subspace Clustering via Thresholding and Spectral Clustering

Reinhard Heckel, Helmut Bölcskei

We consider the problem of clustering a set of high-dimensional data points into sets of low-dimensional linear subspaces. The number of subspaces, their dimensions, and their orie…