Monte Carlo Structured SVI for Two-Level Non-Conjugate Models

Rishit Sheth, Roni Khardon

The stochastic variational inference (SVI) paradigm, which combines variational inference, natural gradients, and stochastic updates, was recently proposed for large-scale data ana…