Gradient Regularization as Approximate Variational Inference.
Ali UnluLaurence AitchisonPublished in: Entropy (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- variational methods
- probabilistic model
- probabilistic graphical models
- posterior distribution
- latent dirichlet allocation
- mixture model
- gaussian process
- prior information
- closed form
- graphical models
- parameter estimation
- generative model
- exponential family
- factor graphs