Quantum speedup of twin support vector machines.
Zekun YeLvzhou LiHaozhen SituYuyi WangPublished in: Sci. China Inf. Sci. (2020)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- cross validation
- orders of magnitude
- loss function
- multi class classification
- support vector machine
- quantum computation
- decision function
- maximum margin
- binary classification
- generalization ability
- hyperplane
- machine learning
- kernel function
- classification accuracy
- feature selection
- svm classifier
- kernel methods
- training data
- social networks
- artificial intelligence
- quantum mechanics
- databases
- real time