Bayesian Posterior Inference on Bernoulli GLM
0.3Latency (min)Amortized Bayesian Workflow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Amortized Bayesian WorkflowStep=Step 1: Amortized inference2024.09 | 0.3 | — | — | |
| Amortized Bayesian WorkflowStep=Step 2: Amortized + PSIS2024.09 | 0.4 | — | 0.06 | |
| Amortized Bayesian WorkflowStep=Training phase2024.09 | 0.8 | — | 0.007 | |
| ChEES-HMC with amortized initializationStep=Step 3: ChEES-HMC w/ inits2024.09 | 4 | — | 4 | |
| Amortized Bayesian WorkflowStep=Workflow total2024.09 | 5 | — | 0.03 | |
| ChEES-HMCStep=Baseline workflow total2024.09 | 688 | — | — |