Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation

no code implementations • 1 Jan 2021 • Yuki Mae, Wataru Kumagai, Takafumi Kanamori

We report the computational efficiency and statistical reliability of our method in numerical experiments of the language modeling using RNNs, and the out-of-distribution detection with DNNs.

Bayesian Inference Computational Efficiency +2