Adversarial Robustness Guarantees for Quantum Classifiers.
Neil DowlingMaxwell T. WestAngus SouthwellAzar C. NakhlMartin SeviorMuhammad UsmanKavan ModiPublished in: CoRR (2024)
Keyphrases
- training data
- decision trees
- support vector
- test set
- supervised classification
- computational efficiency
- machine learning algorithms
- quantum computing
- linear classifiers
- training set
- learning algorithm
- classifier ensemble
- machine learning approaches
- machine learning methods
- classification method
- training samples
- multi agent
- feature selection
- learning classifier systems
- manually labeled training data
- quantum computation
- neural network
- logic circuits
- multiple classifier systems
- classifier combination
- ensemble classifier
- svm classifier
- classification systems
- feature space
- active learning
- semi supervised
- naive bayes