Scalable Bayesian neural networks by layer-wise input augmentation

Trung Trinh, Samuel Kaski, Markus Heinonen

We introduce implicit Bayesian neural networks, a simple and scalable approach for uncertainty representation in deep learning. Standard Bayesian approach to deep learning requires…