Mutual Information Estimation on High-discrepancy regimes MI=40
0.47MSEOS-DRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OS-DRENFE=1, Kernel=IMQ2026.04 | 0.47 | 0.028 | |
| OS-DRENFE=1, Kernel=RQ2026.04 | 1.41 | 0.019 | |
| OS-DRENFE=1, Kernel=Gaussian2026.04 | 2.3 | 0.014 | |
| DRE-∞NFE=100, Kernel=–2026.04 | 3.31 | 0.554 | |
| DRE-∞NFE=200, Kernel=–2026.04 | 3.31 | 0.956 | |
| DRE-∞NFE=50, Kernel=–2026.04 | 3.77 | 0.271 | |
| DRE-∞NFE=10, Kernel=–2026.04 | 7.08 | 0.083 | |
| D3RENFE=200, Kernel=–2026.04 | 57.28 | 0.955 | |
| D3RENFE=50, Kernel=–2026.04 | 58.19 | 0.26 | |
| D3RENFE=100, Kernel=–2026.04 | 58.2 | 0.514 | |
| D3RENFE=10, Kernel=–2026.04 | 59.7 | 0.08 | |
| DRE-∞NFE=5, Kernel=–2026.04 | 70.36 | 0.057 | |
| D3RENFE=5, Kernel=–2026.04 | 76.8 | 0.058 | |
| OS-DRENFE=1, Kernel=Mat´ern2026.04 | 456.11 | 0.028 | |
| D3RENFE=2, Kernel=–2026.04 | 500.04 | 0.044 | |
| DRE-∞NFE=2, Kernel=–2026.04 | 1,215.69 | 0.046 |