2020
Flexible mean field variational inference using mixtures of non-overlapping exponential families
NeurIPS 2020spotlight
Sparse models are desirable for many applications across diverse domains as they can perform automatic variable selection, aid interpretability, and provide regularization. When fitting sparse models in a Bayesian framework, however, analytically obtaining a posterior distribution over the paramete…