Marginal Likelihood Estimation on POL (mean over 10 splits)
1.27Test Log-LikelihoodCG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 4.83 | |
| CGPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 3.96 | |
| CGPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 2.28 | |
| CGPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 2.47 | |
| APPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 493 | |
| APPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 27.9 | |
| APPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 44 | |
| APPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 3.9 | |
| SGDPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 139 | |
| SGDPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 73.6 | |
| SGDPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 26.5 | |
| SGDPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.27 | 17.9 |