Density Estimation on Reuters-52 Twenty Datasets (test)
-86.12Log-LikelihoodHyperSPN
Evaluation Results
| Method | Links | |
|---|---|---|
| HyperSPNOptimizer=Adam, Regularization Strategy=HyperSPN, Architecture=SPN, # Params=4456152021.12 | -86.12 | |
| RAT-SPNOptimizer=sEM†, Architecture=RAT-SPN2021.12 | -87.37 | |
| SPN + Weight DecayOptimizer=Adam, Regularization Strategy=Weight Decay, Architecture=SPN, # Params=22225502021.12 | -90.15 | |
| EiNETsOptimizer=Adam*, Architecture=EiNETs2021.12 | -92.76 |