Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty

Hao Henry Zhou, Yunyang Xiong, Vikas Singh

We provide simple schemes to build Bayesian Neural Networks (BNNs), block by block, inspired by a recent idea of computation skeletons. We show how by adjusting the types of blocks…