M. Maros

Efficient Bayesian Deep Ensembles via Analytic Predictive Inference

The method combines the statistical rigor of Bayesian inference with the scalability of deep ensembles, providing calibrated uncertainty estimates that enable its use not only for standalone prediction but also as a component within broader learning systems.