Tempered posteriors combined with Wang-Landau sampling identify transition temperatures that optimize predictive performance in Bayesian inference for real-world problems.
Plummer, Thermodynamic response functions in singular bayesian models (2026), arXiv:2603.05480 [stat.ML]
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Using Statistical Mechanics to Improve Real-World Bayesian Inference: A New Method Combining Tempered Posteriors and Wang-Landau Sampling
Tempered posteriors combined with Wang-Landau sampling identify transition temperatures that optimize predictive performance in Bayesian inference for real-world problems.