Informative Bayesian Neural Network Priors for Weak Signals

Tianyu Cui, Aki Havulinna, Pekka Marttinen +1

Encoding domain knowledge into the prior over the high-dimensional weight space of a neural network is challenging but essential in applications with limited data and weak signals.…