The Curious Case of the Default Settings: Evaluating Default Performance of Variational Inference Software

Madelyn Andersen, Elizabeth Bersson, Tamara Broderick

We systematically evaluate a suite of off-the-shelf variational inference (VI) software packages from the perspective of a standard practitioner. Using simple analytic benchmark mo…