Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box

Ryan Giordano, Martin Ingram, Tamara Broderick

Automatic differentiation variational inference (ADVI) offers fast and easy-to-use posterior approximation in multiple modern probabilistic programming languages. However, its stoc…