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Eigendecomposition on Synthetic Eigendecomposition (sigma^2=1, n=20)

0.41Wall-clock Time (s)Eucl SGD-PCA
0.32640.89071.4552.0193Feb 14, 2026

Evaluation results

MethodLinks
Eucl SGD-PCAn=20, g=1, convergence threshold=10^-6, sigma^2=12026.020.41
Raw Ojan=20, g=1, convergence threshold=10^-6, sigma^2=12026.020.52
Subspace Itern=20, g=1, convergence threshold=10^-6, sigma^2=12026.020.89
Cayley-Neumannn=20, g=1, convergence threshold=10^-6, sigma^2=12026.022.3
Riem-QRn=20, g=1, convergence threshold=10^-6, sigma^2=12026.022.4
Riem-Polarn=20, g=1, convergence threshold=10^-6, sigma^2=12026.022.5