Sigma Estimation on Gaussian data eps=5% (synthetic)
0Median MSE(sigma)Approx. HD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Approx. HDepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0 | 0.5865 | |
| GANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0001 | 3.4075 | |
| HDbandwidth parameter cn=0.0001, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0006 | 1.0566 | |
| HDbandwidth parameter cn=0.01, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0008 | 0.3986 | |
| HDbandwidth parameter cn=0.5, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0017 | 2.3343 | |
| WGANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0657 | 0.0878 |