Training Bayesian Neural Networks with Sparse Subspace Variational Inference

Junbo Li, Zichen Miao, Qiang Qiu +1

Bayesian neural networks (BNNs) offer uncertainty quantification but come with the downside of substantially increased training and inference costs. Sparse BNNs have been investiga…