Classical and Hybrid Quantum Machine Learning for Trigger-Like Event Selection on CMS Open Data: An Eight-Qubit, PCA-Constrained Benchmark

arXiv:2608.26224 · hep-ph, cs.LG, hep-ex · Submitted 2026-08-26 · Read on arXiv

hep-ph, cs.LG, hep-ex

Submitted: 2026-08-26

Updated: 2026-08-26

Terminology

• Accuracy — 21× in this paper · explained in 1 episode
• AUC — 12× in this paper · explained in 2 episodes
• Long Short-Term Memory — 11× in this paper
• Embeddings — 6× in this paper · explained in 2 episodes
• Benchmark — 4× in this paper · explained in 2 episodes
• Calibration — 4× in this paper · explained in 7 episodes
• Fidelity — 3× in this paper · explained in 2 episodes
• Regularization — 3× in this paper · explained in 3 episodes
• Entanglement — 1× in this paper · explained in 3 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• Hilbert Space — 1× in this paper · explained in 2 episodes
• Provenance — 1× in this paper · explained in 3 episodes
• Quantum Circuits — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

Sources

• Quantum Long Short-Term Memory

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