On the Applicability of Quantum Machine Learning - Raubitzek, Sebastian; Mallinger, Kevin (Entropy (Basel, Switzerland), 2023)
Keywords: Algorithms; Analysis; Architecture; Artificial intelligence; Circuits; Classification; Classifiers; Data mining; Data structures; Datasets; Empirical analysis; Experiments; Feature maps; Integrated circuits; Lasso; Libraries; Lie groups; Machine learning; Neural networks; Performance evaluation; Phase transitions; Qiskit; Quantum computing; quantum kernel estimator; quantum machine learning; Quantum mechanics; Quantum physics; Regression models; Ridge; Semiconductor chips; Simulators; variational quantum circuit; variational quantum circuit; Lasso; LightGBM; neural networks; classification; Qiskit; quantum machine learning; XGBoost; quantum computing; quantum kernel estimator; boost classifiers; CatBoost; Ridge