To your request for examples, my impression is that Black Box Variational Inference is slowly but surely becoming the declarative replacement to MCMC for a lot of generative modeling stuff.
To your request for examples, my impression is that Black Box Variational Inference is slowly but surely becoming the declarative replacement to MCMC for a lot of generative modeling stuff.