A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data

Yining Wang, Yu-Xiang Wang, Aarti Singh

Subspace clustering is the problem of partitioning unlabeled data points into a number of clusters so that data points within one cluster lie approximately on a low-dimensional lin…