Density Estimation on book discrete (test)
-33.83Log-LikelihoodHCLT
Evaluation results
| Method | Links | |
|---|---|---|
| HCLTalpha=0.1, beta=0.002, tau=0.0012021.06 | -33.83 | |
| Best SPN2021.06 | -34.14 | |
| RAT-SPNOptimizer=sEM†, Architecture=RAT-SPN2021.12 | -34.68 | |
| SPN + Weight DecayOptimizer=Adam, Regularization Strategy=Weight Decay, Architecture=SPN, # Params=12500502021.12 | -34.84 | |
| HyperSPNOptimizer=Adam, Regularization Strategy=HyperSPN, Architecture=SPN, # Params=2511152021.12 | -34.86 | |
| EiNETsOptimizer=Adam*, Architecture=EiNETs2021.12 | -35.15 | |
| Best PSDD2021.06 | -35.77 |