Table 13 The algorithms not robust to the outliers
Group | Abbreviation | Algorithm name |
|---|---|---|
RPCA | PCP | Principal component pursuit |
RPCA | IALM-BLWS | IALM with BLWS |
RPCA | APG-PARTIAL | Partial accelerated proximal gradient |
RPCA | APG | Accelerated proximal gradient |
RPCA | DUAL | Dual RPCA |
RPCA | LSADM | LSADM |
RPCA | GA | Grassmann average |
RPCA | GM | Grassmann median |
RPCA | NSA1 | Non-smooth augmented Lagrangian v1 |
RPCA | NSA1 | Non-smooth augmented Lagrangian v2 |
RPCA | FW-T | SPCP solved by Frank–Wolfe method |
RPCA | TFOCS-EC | TFOCS with equality constraints |
LRR | EALM | Exact ALM |
LRR | IALM | Inexact ALM |
TTD | 3WD | 3-way-decomposition |
NMF | DRMF | Direct robust matrix factorization |
TD | OSTD | Online stochastic tensor decomposition |