Quantum circuits for discrete graphical models.
Nico PiatkowskiChrista ZoufalPublished in: Quantum Mach. Intell. (2024)
Keyphrases
- graphical models
- quantum computing
- logic circuits
- belief propagation
- random variables
- probabilistic model
- approximate inference
- probabilistic inference
- probabilistic graphical models
- markov networks
- structure learning
- map inference
- exact inference
- conditional random fields
- bayesian networks
- factor graphs
- graph structure
- belief networks
- conditional independence
- continuous variables
- statistical relational learning
- structural learning
- markov random field
- chain graphs