The Bayesian community should really start going to ICLR. They really should
have started going years ago. Some people actually have.

For too long we Bayesians have, quite arrogantly, dismissed deep neural networks
as unprincipled, dumb black boxes that lack elegance. We said that highly
over-parametrised models fitted via maximum likelihood can't possibly work, they
will overfit, won't generalise, etc. We touted our Bayesian nonparametric models
instead: Chinese restaurants, Indian buffets, Ga