Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization

Binghui Wang, Chuang Lin

We study the underlying structure of data (approximately) generated from a union of independent subspaces. Traditional methods learn only one subspace, failing to discover the mult…