arxivcs.LGstat.ME2026-07-07
Efficient Bayesian Deep Ensembles via Analytic Predictive Inference
Sina Aghaee Dabaghan Fard, Marie Maros, Jaesung Lee
We introduce an efficient Bayesian deep ensemble method for predictive regression designed to enhance interpretability while maintaining competitive predictive performance and computational efficiency. Our method combines the statistical rigor of Bayesian inference with the scala…