Robust PCA and subspace tracking from incomplete observations using L0-surrogates

Clemens Hage, Martin Kleinsteuber

Many applications in data analysis rely on the decomposition of a data matrix into a low-rank and a sparse component. Existing methods that tackle this task use the nuclear norm an…