Table 10 The 11 algorithms with size limitation
Group | Abbreviation | Algorithm name |
|---|---|---|
RPCA | IALM-LMSVDS | IALM with LMSVDS |
RPCA | ADM | Alternating direction method |
ST | GOSUS | Grassmannian online subspace updates with structured-sparsity |
ST | pROST | Robust PCA and subspace tracking from incomplete observations using L0-surrogates |
ST | ReProCS | Provable dynamic robust PCA or robust subspace tracking |
ST | MEDRoP | Memory efficient dynamic robust PCA |
MC | PG-RMC | Nearly optimal robust matrix completion |
MC | MC-logdet | Top-N recommender system via matrix completion |
MC | OP-RPCA | Robust PCA via outlier prsuit |
MC | SVT | A singular value thresholding algorithm for matrix completion |
TD | t-SVD | Tensor SVD in Fourier domain |