no code implementations • 25 Oct 2023 • Shiyu Shen, Bin Pan, Tianyang Shi, Tao Li, Zhenwei Shi
We first propose a theorem to show that the invariant posterior of parameters can be implicitly inferred by aggregating posteriors on different training domains.
no code implementations • 19 Oct 2023 • Shiyu Shen, Bin Pan, Tianyang Shi, Tao Li, Zhenwei Shi
Bayesian Neural Networks (BNNs) have become one of the promising approaches for uncertainty estimation due to the solid theorical foundations.