Probabilistic reasoning as quadratic unconstrained binary optimization.
Marco BaiolettiPublished in: GECCO Companion (2022)
Keyphrases
- probabilistic reasoning
- bayesian networks
- reasoning under uncertainty
- first order logic
- constraint satisfaction
- probabilistic inference
- probabilistic logic
- knowledge representation
- default reasoning
- belief networks
- pairwise
- computational complexity
- search space
- state space
- logic programming
- markov logic networks
- learning algorithm