Training squared-hinge support vector machines by an explicit QUBO–Ising construction with quantum-annealing execution

Zonglin Yang, Jie Zhou, Xiaohui Yang, Huilan Ma, Jiahao Li

Open source

DOI
10.1038/s41598-026-53864-y
Published
2026-05-31
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-53864-y,
  title = {Training squared-hinge support vector machines by an explicit QUBO–Ising construction with quantum-annealing execution},
  author = {Zonglin Yang and Jie Zhou and Xiaohui Yang and Huilan Ma and Jiahao Li},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-53864-y},
  url = {https://doi.org/10.1038/s41598-026-53864-y}
}

RIS

TY  - JOUR
TI  - Training squared-hinge support vector machines by an explicit QUBO–Ising construction with quantum-annealing execution
AU  - Zonglin Yang
AU  - Jie Zhou
AU  - Xiaohui Yang
AU  - Huilan Ma
AU  - Jiahao Li
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-53864-y
UR  - https://doi.org/10.1038/s41598-026-53864-y
ER  - 

APA

Yang, Z., Zhou, J., Yang, X., Ma, H., & Li, J. (2026). Training squared-hinge support vector machines by an explicit QUBO–Ising construction with quantum-annealing execution. Scientific Reports. https://doi.org/10.1038/s41598-026-53864-y

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