Kernel Methods
2022 · 8 papers
A kernel-based quantum random forest for improved classification
2022Srikumar, Hill, Hollenberg
Kernel Methods
Deterministic and random features for large-scale quantum kernel machine
2022Nakaji, Tezuka, Yamamoto
Kernel Methods
Exponential concentration and untrainability in quantum kernel methods
2022Thanasilp et al.
Kernel Methods
Faster variational quantum algorithms with quantum kernel-based surrogate models
2022Smith, Paige, Kim
Kernel Methods
Kernel-based quantum regressor models learn non-Markovianity
2022Tancara et al.
Kernel Methods
Reliable quantum kernel classification using fewer circuit evaluations
2022Shastry et al.
Kernel Methods
The complexity of quantum support vector machines
2022Gentinetta et al.
Kernel Methods
Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines
2022Jäger, Krems
Kernel Methods