Bayesian posterior inference on GEV
0.1Inference Time (min)Amortized Bayesian Workflow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Amortized Bayesian WorkflowStep=Step 1: Amortized inference2024.09 | 0.1 | — | — | |
| Amortized Bayesian WorkflowStep=Step 2: Amortized + PSIS2024.09 | 0.8 | — | 0.1 | |
| Amortized Bayesian WorkflowStep=Training phase2024.09 | 3 | — | 0.4 | |
| ChEES-HMC with amortized initializationStep=Step 3: ChEES-HMC w/ inits2024.09 | 11 | — | 7 | |
| Amortized Bayesian WorkflowStep=Workflow total2024.09 | 15 | — | 0.9 | |
| ChEES-HMCStep=Baseline workflow total2024.09 | 85 | — | — |