Robust Domain Generalisation with Causal Invariant Bayesian Neural Networks

Gaël Gendron, Michael Witbrock, Gillian Dobbie

Deep neural networks can obtain impressive performance on various tasks under the assumption that their training domain is identical to their target domain. Performance can drop dr…