do let me know how it goes if you do try ADVI.
we're also working on making it more robust to initialization and step-sizes. stay tuned.
we're also working on making it more robust to initialization and step-sizes. stay tuned.
As someone working with large datasets I think automating variational inference + SGD to work with a broad class of models is really the way forwards and a big force multiplier for machine learning.