Variational Inference for Infinitely Deep Neural Networks.
Achille NazaretDavid M. BleiPublished in: CoRR (2022)
Keyphrases
- variational inference
- neural network
- bayesian inference
- topic models
- probabilistic model
- posterior distribution
- variational methods
- gaussian process
- mixture model
- probabilistic graphical models
- latent dirichlet allocation
- exponential family
- exact inference
- closed form
- graphical models
- approximate inference
- fuzzy logic
- prior information
- generative model
- hyperparameters
- higher order
- factor graphs
- maximum likelihood