2016
Tight Variational Bounds via Random Projections and I-Projections
AISTATS 2016poster
Information projections are the key building block of variational inference algorithms and are used to approximate a target probabilistic model by projecting it onto a family of tractable distributions. In general, there is no guarantee on the quality of the approximation obtained. To overcome this…