Neural auto-designer for enhanced quantum kernelsInternational Conference on Learning Representations (ICLR), 2024 |
A novel feature selection method based on quantum support vector machinePhysica Scripta (Phys. Scr.), 2023 |
Hybrid Quantum-Classical Machine Learning for Sentiment AnalysisInternational Conference on Machine Learning and Applications (ICMLA), 2023 |
Several fitness functions and entanglement gates in quantum kernel
generationQuantum Machine Intelligence (QMI), 2023 |
Enhancing Quantum Support Vector Machines through Variational Kernel
TrainingQuantum Information Processing (QIP), 2023 |
Universal expressiveness of variational quantum classifiers and quantum
kernels for support vector machinesNature Communications (Nat Commun), 2022 |
Compositional optimization of quantum circuits for quantum kernels of
support vector machinesPhysical Review Research (Phys. Rev. Res.), 2022 |
Structural risk minimization for quantum linear classifiersQuantum (Quantum), 2021 |