Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition

Tianyi Zhou, Dacheng Tao

Learning big data by matrix decomposition always suffers from expensive computation, mixing of complicated structures and noise. In this paper, we study more adaptive models and ef…