Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI

Abhinav Agrawal, Justin Domke

Normalizing flow-based variational inference (flow VI) is a promising approximate inference approach, but its performance remains inconsistent across studies. Numerous algorithmic…