As a classic semi-supervised approach, the Transductive Support Vector Machine (TSVM) has exhibited remarkable accuracy by utilizing unlabeled data. However, the robustness of TSVM against adversarial ...

Noisy data is ubiquitous in quantum computer, greatly affecting the performance of various algorithms. However, existing quantum support vector machine models are not equipped with anti-noise ability, ...

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An introduction to support vector machines : and other kernel-based learning methods by Cristianini, Nello Publication date 2000 Topics Support vector machines, Kernel functions Publisher Cambridge ; ...