Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs

Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati

Sparse subspace clustering (SSC) is one of the current state-of-the-art methods for partitioning data points into the union of subspaces, with strong theoretical guarantees. Howeve…