Author

Hanqiu Peng

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#machine learning Preprint Aug 2026

When Similarity Is Interaction-Driven: Quantum Kernels for Regime-Sensitive Learning

A thin-slab interaction model and an interaction-driven quantum kernel constructed from entangled Pauli-string feature maps that achieves the highest mean accuracy and F1 on Credit Card Fraud Detection and ranks second on IEEE-CIS Fraud Detection.

Hanqiu Peng, Jian-Long Lu, Ying Chen · 0 citations