Support Vector Machines on Noisy Intermediate Scale Quantum Computers.
Jiaying YangAhsan Javed AwanGemma Vall-LloseraPublished in: CoRR (2019)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- classification accuracy
- generalization ability
- logistic regression
- cross validation
- noisy data
- binary classification
- quantum mechanics
- support vector machine
- computer systems
- svm classifier
- noise free
- small scale
- image structure
- scale space
- multi class
- bayesian networks
- image processing
- machine learning
- quantum computing
- soft margin
- decision function
- quantum computation
- noisy environments
- multi class classification
- incomplete data
- training examples
- multiscale
- feature selection