Linear Regression on Toeplitz Σ (n=10^5, d=20)
95.84Covariance (%)OB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OBB=1002023.10 | 95.84 | 0.0197 | |
| COnBB=52023.10 | 95.43 | 0.0244 | |
| COnBB=102023.10 | 95.42 | 0.0218 | |
| COnBB=32023.10 | 95.36 | 0.0294 | |
| COfBOptimization=ASGD, B=32023.10 | 94.95 | 0.033 | |
| COfBOptimization=ASGD, B=102023.10 | 94.95 | 0.0212 | |
| COfBOptimization=ASGD, B=52023.10 | 94.89 | 0.0226 | |
| HiGradparams=(2,2)2023.10 | 94.88 | 0.0282 | |
| COfBOptimization=SGD, B=32023.10 | 94.76 | 0.0434 | |
| COfBOptimization=SGD, B=52023.10 | 94.2 | 0.0297 | |
| COfBOptimization=SGD, B=102023.10 | 94.2 | 0.025 | |
| OBB=102023.10 | 93.68 | 0.0181 | |
| RS2023.10 | 93.38 | 0.0215 | |
| delta2023.10 | 93.23 | 0.0158 | |
| BM2023.10 | 88.51 | 0.0151 |