Experimental evaluation of quantum Bayesian networks on IBM QX hardware.
Sima Esfandiarpour BorujeniNam H. NguyenSaideep NannapaneniElizabeth C. BehrmanJames Edward SteckPublished in: QCE (2020)
Keyphrases
- experimental evaluation
- bayesian networks
- low cost
- blue gene
- hardware and software
- graphical models
- ibm zenterprise
- conditional independence
- real time
- industry standard
- learning bayesian networks
- quantum computing
- probability distribution
- computer hardware
- random variables
- naive bayes
- probabilistic inference
- circuit design
- synthetic and real datasets
- markov blanket
- probabilistic modeling
- expert knowledge
- hardware implementation
- channel capacity
- quantum inspired
- probabilistic model
- quantum computation
- computing systems
- hardware architecture
- high end
- complex domains
- massively parallel
- structure learning
- personal computer
- conditional probabilities
- power consumption
- data acquisition
- high speed
- image processing