Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference.
Sebastian NowozinPublished in: ICLR (Poster) (2018)
Keyphrases
- variational inference
- variational methods
- bayesian inference
- closed form
- topic models
- probabilistic model
- latent dirichlet allocation
- gaussian process
- posterior distribution
- probabilistic graphical models
- approximate inference
- mixture model
- exact inference
- optic flow
- exponential family
- factor graphs
- denoising
- level set
- language model
- order statistics
- graphical models