Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning

Samuel Kessler, Vu Nguyen, Stefan Zohren +1

We place an Indian Buffet process (IBP) prior over the structure of a Bayesian Neural Network (BNN), thus allowing the complexity of the BNN to increase and decrease automatically.…