Density Estimation on KDDCup2k Twenty Datasets (test)
-2.13Log-LikelihoodHyperSPN
Evaluation results
| Method | Links | |
|---|---|---|
| HyperSPNOptimizer=Adam, Regularization Strategy=HyperSPN, Architecture=SPN, # Params=331152021.12 | -2.13 | |
| RAT-SPNOptimizer=sEM†, Architecture=RAT-SPN2021.12 | -2.13 | |
| SPN + Weight DecayOptimizer=Adam, Regularization Strategy=Weight Decay, Architecture=SPN, # Params=1600502021.12 | -2.14 | |
| EiNETsOptimizer=Adam*, Architecture=EiNETs2021.12 | -2.15 |