Variational Inference for Longitudinal Data Using Normalizing Flows.
Clément ChadebecStéphanie AllassonnièrePublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- gaussian process
- mixture model
- variational methods
- probabilistic model
- probabilistic graphical models
- latent dirichlet allocation
- closed form
- exponential family
- approximate inference
- latent variables
- factor graphs
- exact inference
- generative model
- maximum a posteriori
- statistical models
- probability distribution
- information retrieval
- data mining
- belief propagation
- markov networks
- markov chain monte carlo