Before revision:  For inference, we develop a hybrid of stochastic-gradient MCMC and recurrent autoencoding variational Bayes.
After revision:  For inference, we develop a hybrid of stochastic-gradient Markov chain Monte Carlo and recurrent autoencoding variational Bayes.