Variational Inference on Student-t distribution toy example dim=200
-0.1Log Evidence (Z)UHA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UHA# steps=2562022.08 | -0.1 | — | |
| UHA-MCD# steps=2562022.08 | -0.1 | — | |
| ULA-MCD# steps=2562022.08 | -0.3 | — | |
| UHA# steps=642022.08 | -0.36 | — | |
| UHA-MCD# steps=642022.08 | -0.48 | — | |
| ULA-MCD# steps=642022.08 | -0.82 | — | |
| ULA# steps=2562022.08 | -0.88 | — | |
| ULA# steps=642022.08 | -1.63 | — | |
| IWK=1282021.07 | — | -3.7 | |
| IWK=10242021.07 | — | -2.9 | |
| Plain VIK=12021.07 | — | -8.1 | |
| UHAK=42021.07 | — | -5.5 | |
| UHAK=162021.07 | — | -3.5 | |
| UHAK=642021.07 | — | -1.9 | |
| UHAK=1282021.07 | — | -1.4 |