Reconstructing Bayesian Networks on a Quantum Annealer.
Enrico ZardiniMassimo RizzoliSebastiano DissegnaEnrico BlanzieriDavide PastorelloPublished in: CoRR (2022)
Keyphrases
- bayesian networks
- conditional independence
- inference in bayesian networks
- probabilistic inference
- quantum computation
- quantum mechanics
- probabilistic reasoning
- graphical models
- structure learning
- incomplete data
- quantum computing
- expert knowledge
- bayesian network learning
- learning bayesian networks
- quantum inspired
- hidden variables
- probabilistic model
- case study
- probability ranking principle
- binary matrices
- social networks
- diagnostic reasoning
- probabilistic modeling
- junction tree
- probability distribution
- knowledge base
- information systems