Variational inference with a quantum computer.
Marcello BenedettiBrian CoyleMattia FiorentiniMichael LubaschMatthias RosenkranzPublished in: CoRR (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- probabilistic model
- posterior distribution
- variational methods
- latent dirichlet allocation
- gaussian process
- mixture model
- exponential family
- closed form
- graphical models
- unsupervised learning
- statistical models
- state space
- exact inference
- probability distribution
- factor graphs
- information retrieval