Robust Subspace Clustering via Smoothed Rank Approximation

Zhao Kang, Chong Peng, Qiang Cheng

Matrix rank minimizing subject to affine constraints arises in many application areas, ranging from signal processing to machine learning. Nuclear norm is a convex relaxation for t…