Augmented model and augmented inference: why should they work?
Published:
This post will be about the perspective of augmented variational inference for many well-known methods.
Outline:
- Variational inference
- Augmented VI and why it works
- The framework of estimator-coupling pairs
- The meta-program of augmented VI
- The connection between augmented VI and pseudo-marginalization