HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks.
Jonathan D. SmithZachary E. RossKamyar AzizzadenesheliJack B. MuirPublished in: CoRR (2021)
Keyphrases
- variational inference
- neural network
- bayesian inference
- topic models
- probabilistic model
- probabilistic graphical models
- posterior distribution
- gaussian process
- variational methods
- mixture model
- closed form
- latent dirichlet allocation
- graphical models
- exact inference
- exponential family
- fuzzy logic
- multilayer perceptron
- approximate inference
- hyperparameters
- probability distribution
- image reconstruction
- factor graphs
- multiscale
- prior information
- statistical models
- markov chain monte carlo
- parameter estimation
- generative model