Kalman Bayesian Neural Networks for Closed-form Online Learning

Philipp Wagner, Xinyang Wu, Marco F. Huber

Compared to point estimates calculated by standard neural networks, Bayesian neural networks (BNN) provide probability distributions over the output predictions and model parameter…