Parameter estimation on Gaussian data eps=20% (synthetic)
0.226Median MSE(sigma)HD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDbandwidth parameter cn=0.0001, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.226 | 473.39 | |
| HDbandwidth parameter cn=0.5, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 11.991 | 319.05 | |
| HDbandwidth parameter cn=0.01, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 42.283 | 384.5 | |
| WGANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 56.548 | 64.32 | |
| Approx. HDepoch selection strategy=minimal RMSE of generator parameters2025.12 | 185.9 | 612.16 | |
| GANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 417.73 | 706.51 |