Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise.
Jhih-Cing HuangYu-Lin TsaiChao-Han Huck YangCheng-Fang SuChia-Mu YuPin-Yu ChenSy-Yen KuoPublished in: ICASSP (2023)
Keyphrases
- quantum computation
- training examples
- quantum computing
- quantum inspired
- support vector
- training set
- naive bayes
- decision trees
- greater robustness
- machine learning algorithms
- channel capacity
- probability ranking principle
- training data
- noise level
- linear classifiers
- quantum mechanics
- logic circuits
- noise reduction
- machine learning methods
- class labels
- quantum genetic algorithm
- missing data
- information retrieval