Marginal Likelihood Estimation on BIKE (mean over 10 splits)
2.15Test Log-LikelihoodCG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 5.08 | |
| CGPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 2.74 | |
| APPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 302 | |
| APPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 35.1 | |
| SGDPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 412 | |
| SGDPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.15 | 74.3 | |
| CGPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.07 | 4.41 | |
| APPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.07 | 19.9 | |
| SGDPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.07 | 156 | |
| CGPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.06 | 3.07 | |
| APPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.06 | 5.4 | |
| SGDPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 2.06 | 64.2 |