OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers.
Tirthak PatelDaniel SilverDevesh TiwariPublished in: DATE (2022)
Keyphrases
- quantum inspired
- quantum computation
- quantum computing
- classifier systems
- logic circuits
- quantum mechanics
- training data
- support vector
- binary classifiers
- channel capacity
- class labels
- classification scheme
- bayesian classifier
- multi class svm
- quantum genetic algorithm
- data sets
- probability ranking principle
- multiple classifiers
- classification rate
- training samples
- knn
- feature extraction
- decision trees
- learning algorithm
- information retrieval
- real world