WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction.
Ziyi YinRafael OrozcoFelix J. HerrmannPublished in: CoRR (2024)
Keyphrases
- variational inference
- dimensionality reduction
- latent dirichlet allocation
- bayesian inference
- topic models
- gaussian process
- variational methods
- mixture model
- probabilistic model
- posterior distribution
- probabilistic graphical models
- closed form
- exponential family
- principal component analysis
- high dimensional
- low dimensional
- feature extraction
- high dimensional data
- unsupervised learning
- pattern recognition
- image reconstruction
- feature selection
- exact inference
- feature space
- data points
- multiscale
- model selection
- graphical models
- bayesian framework
- latent variables
- hidden variables
- machine learning
- prior information
- missing values
- markov networks
- factor graphs
- generative model