Machine learning enables completely automatic tuning of a quantum device faster than human experts.
Hyungil MoonDominic T. LennonJames KirkpatrickNina M. van EsbroeckLeon C. CamenzindLiuqi YuFlorian VigneauDominik M. ZumbühlG. Andrew D. BriggsMichael A. OsborneDino SejdinovicEdward A. LairdNatalia AresPublished in: CoRR (2020)
Keyphrases
- human experts
- completely automatic
- machine learning
- domain specific knowledge
- post processing
- decision trees
- domain experts
- knowledge acquisition
- pattern recognition
- learning algorithm
- artificial intelligence
- classification rules
- supervised learning
- fuzzy logic
- text mining
- reinforcement learning
- knowledge representation
- information extraction
- support vector machine
- data sets
- data analysis
- natural language
- bayesian networks
- image processing
- neural network