Experimental evaluation of quantum Bayesian networks on IBM QX hardware.
Sima Esfandiarpour BorujeniNam H. NguyenSaideep NannapaneniElizabeth C. BehrmanJames Edward SteckPublished in: CoRR (2020)
Keyphrases
- experimental evaluation
- bayesian networks
- blue gene
- low cost
- computer hardware
- hardware and software
- conditional independence
- real time
- probability distribution
- probabilistic reasoning
- ibm zenterprise
- quantum computing
- probabilistic model
- massively parallel
- quantum computation
- embedded systems
- computer systems
- graphical models
- computing systems
- learning bayesian networks
- parallel hardware
- expert knowledge
- industry standard
- field programmable gate array
- structure learning
- hardware implementation
- floating point unit
- inference in bayesian networks
- multiply sectioned bayesian networks
- leading edge
- probabilistic modeling
- hardware architecture
- hardware design
- circuit design
- complex domains
- personal computer
- conditional probabilities
- special case
- decision trees