An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process

Amar Shah, David A. Knowles, Zoubin Ghahramani

Stochastic variational inference (SVI) is emerging as the most promising candidate for scaling inference in Bayesian probabilistic models to large datasets. However, the performanc…