Reliable quantum kernel classification using fewer circuit evaluations.
Abhay ShastryAbhijith J.Apoorva D. PatelChiranjib BhattacharyyaPublished in: CoRR (2022)
Keyphrases
- support vector
- feature space
- pattern recognition
- automatic classification
- classification accuracy
- machine learning
- classification scheme
- class separability
- svm classification
- classification systems
- pattern classification
- feature extraction
- machine learning algorithms
- classification algorithm
- benchmark datasets
- data sets
- image classification
- feature set
- similarity measure
- support vector machine
- support vector machine svm
- feature vectors
- classification models
- histogram intersection kernel
- kernel fisher discriminant
- logic circuits
- decision trees
- preprocessing
- object classification
- evolutionary algorithm
- kernel methods
- classification method
- decision rules
- class labels
- text classification