The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning

Jiaming Zeng, Adam Lesnikowski, Jose M. Alvarez

One of the main challenges of deep learning tools is their inability to capture model uncertainty. While Bayesian deep learning can be used to tackle the problem, Bayesian neural n…