Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics.
Guy EmersonPublished in: CoRR (2020)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- gaussian process
- mixture model
- variational methods
- closed form
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- co occurrence
- factor graphs
- exponential family
- approximate inference
- exact inference
- machine learning
- maximum likelihood
- multiscale