Density Estimation on NLTCS Twenty Datasets (test)
-6.01Log-LikelihoodHyperSPN
Evaluation results
| Method | Links | |
|---|---|---|
| HyperSPNOptimizer=Adam, Regularization Strategy=HyperSPN, Architecture=SPN, # Params=91152021.12 | -6.01 | |
| RAT-SPNOptimizer=sEM†, Architecture=RAT-SPN2021.12 | -6.01 | |
| SPN + Weight DecayOptimizer=Adam, Regularization Strategy=Weight Decay, Architecture=SPN, # Params=400502021.12 | -6.02 | |
| EiNETsOptimizer=Adam*, Architecture=EiNETs2021.12 | -6.04 |