Bayesian Neural Network

[caxelrud]

Do you have or know any example related to Bayesian Neural Network (small, shallow cases) using Infer.net?

[tminka]

There are no published examples, but it is pretty straightforward to write a Bayesian neural network in the Infer.NET modelling language. A few people have tried this, but the inference results were not good. I think the reason is that the message-passing style inference in Infer.NET does not handle deterministic loops, and neural networks have lots of those.