Estimation Accuracy on Heavy-tailed noise (t-distribution, df=3)
0.252L2 Error NormOracle Huber
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Oracle Huber2026.06 | 0.252 | 0.153 | 0.235 | 1 | 0 | |
| AC-IHT2026.06 | 0.435 | 0.301 | 0.403 | 0.959 | 0.85 | |
| Ada-Huber2026.06 | 0.598 | 0.31 | 0.683 | 0.632 | 15.12 | |
| IHT-ℓ12026.06 | 0.624 | 0.416 | 0.578 | 0.926 | 1.4 |