A Unitary Weights Based One-Iteration Quantum Perceptron Algorithm for Non-Ideal Training Sets.
Wenjie LiuPeipei GaoYuxiang WangWenbin YuMaojun ZhangPublished in: IEEE Access (2019)
Keyphrases
- perceptron algorithm
- weight vector
- training set
- multi class
- mistake bound
- linear combination
- learning algorithm
- learning rate
- hyperplane
- objective function
- classification accuracy
- support vector machine
- winnow algorithm
- linear threshold
- training data
- training examples
- svm classifier
- efficiently computable
- kernel classifiers
- active learning
- nearest neighbor
- training samples
- loss function
- high dimensional
- feature space
- base classifiers
- support vector
- data sets
- linear program
- feature values
- supervised learning
- small number
- lower bound
- upper bound