Eigendecomposition on Synthetic Eigendecomposition (sigma^2=1, n=20)
0.41Wall-clock Time (s)Eucl SGD-PCA
Evaluation Results
| Method | Links | |
|---|---|---|
| Eucl SGD-PCAn=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 0.41 | |
| Raw Ojan=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 0.52 | |
| Subspace Itern=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 0.89 | |
| Cayley-Neumannn=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 2.3 | |
| Riem-QRn=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 2.4 | |
| Riem-Polarn=20, g=1, convergence threshold=10^-6, sigma^2=12026.02 | 2.5 |