Quantum-assisted learning of graphical models with arbitrary pairwise connectivity.
Marcello BenedettiJohn Realpe-GomezRupak BiswasAlejandro Perdomo-OrtizPublished in: CoRR (2016)
Keyphrases
- graphical models
- assisted learning
- pairwise
- belief propagation
- probabilistic inference
- approximate inference
- random variables
- probabilistic model
- conditional random fields
- bayesian networks
- message passing
- distance education
- probabilistic graphical models
- learning environment
- markov networks
- map inference
- similarity measure
- belief networks
- structure learning
- higher order
- statistical inference
- conditional independence
- graph structure
- markov random field
- loopy belief propagation
- statistical relational learning
- factor graphs
- structural learning
- objective function
- exact inference
- undirected graphical models
- e learning
- graphical structure
- possibilistic networks
- generative model