link to section Composing graphical models with neural networks for structured representations and fast inference (NIPS 2016) link to section Dependent multinomial models made easy: stick-breaking with the Polya-gamma augmentation (NIPS 2015)
link to section Natural gradient stochastic variational inference for Bayesian nonparametric HMMs and HSMMs (ICML 2014) link to section Analyzing Hogwild parallel Gibbs sampling in Gaussian models (NIPS 2013)