A Unitary Weights Based One-Iteration Quantum Perceptron Algorithm for Non-Ideal Training Sets.
Wenjie LiuPeipei GaoYuxiang WangWenbin YuMaojun ZhangPublished in: CoRR (2023)
Keyphrases
- perceptron algorithm
- weight vector
- training set
- multi class
- mistake bound
- hyperplane
- learning algorithm
- linear combination
- objective function
- learning rate
- active learning
- training samples
- training examples
- support vector machine
- supervised learning
- winnow algorithm
- svm classifier
- principal components
- base classifiers
- training data
- linear threshold
- loss function
- weak classifiers
- feature space
- kernel classifiers
- efficiently computable
- nearest neighbor
- data mining
- classification accuracy
- feature selection
- face images