Parameter Estimation (sigma) on Gaussian data eps=10% (synthetic)
0.007Median MSE(sigma)Approx. HD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Approx. HDepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.007 | 189.64 | |
| GANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.01 | 486.29 | |
| HDbandwidth parameter cn=0.0001, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.057 | 214.67 | |
| HDbandwidth parameter cn=0.5, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.085 | 77.06 | |
| HDbandwidth parameter cn=0.01, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.362 | 97.98 | |
| WGANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 15.325 | 11.79 |