SoftCVI: contrastive variational inference with self-generated soft labels.
Daniel WardMark BeaumontMatteo FasioloPublished in: CoRR (2024)
Keyphrases
- variational inference
- bayesian inference
- probabilistic model
- variational methods
- posterior distribution
- topic models
- probabilistic graphical models
- mixture model
- closed form
- approximate inference
- latent dirichlet allocation
- gaussian process
- pairwise
- feature selection
- belief propagation
- exact inference
- graphical models