Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer.
Yaroslav KoshkaMark A. NovotnyPublished in: CoRR (2019)
Keyphrases
- probabilistic graphical models
- graphical models
- markov networks
- first order logic
- belief propagation
- probabilistic inference
- approximate inference
- random sampling
- exact inference
- random variables
- parameter learning
- hidden variables
- soft computing
- neural network
- belief functions
- structure learning
- probabilistic model
- markov chain monte carlo
- dynamic programming