Variational Inference for Infinitely Deep Neural Networks.
Achille NazaretDavid M. BleiPublished in: ICML (2022)
Keyphrases
- variational inference
- neural network
- bayesian inference
- topic models
- gaussian process
- mixture model
- variational methods
- latent dirichlet allocation
- probabilistic graphical models
- probabilistic model
- posterior distribution
- closed form
- fuzzy logic
- approximate inference
- factor graphs
- exponential family
- exact inference
- latent variables
- graphical models
- multilayer perceptron
- probability distribution
- statistical models
- parameter estimation
- generative model
- expectation maximization
- maximum likelihood
- level set
- information retrieval
- machine learning