3.7k citations · 4.1k across the 25 of their papers we have counts for
Showing stat.MEShow all
2 papers · 1 filter
stat.ME2014★ 4 cited
Advancing Matrix Completion by Modeling Extra Structures beyond Low-Rankness
Guangcan Liu, Ping Li
A well-known method for completing low-rank matrices based on convex optimization has been established by Cand{è}s and Recht. Although theoretically complete, the method may not en…
stat.ME2014★ 26 cited
Recovery of Coherent Data via Low-Rank Dictionary Pursuit
Guangcan Liu, Ping Li
The recently established RPCA method provides us a convenient way to restore low-rank matrices from grossly corrupted observations. While elegant in theory and powerful in reality,…