Quantum Machine Learning

4,297 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 1093-1104 of 4,297

QML for Quantum Sensing under Measurement-Induced Information Loss

Sounak Bhowmik, Himanshu Thapliyal

2026 arXiv arXiv preprint

QML-PipeGuard: Drift-Aware Behavioral Fingerprinting for Quantum Machine Learning Pipeline Integrity

Esra Yeniaras

2026 arXiv arXiv preprint

QNAS: A Neural Architecture Search Framework for Accurate and Efficient Quantum Neural Networks

Kooshan Maleki, Alberto Marchisio, Muhammad Shafique

2026 arXiv arXiv preprint

QnRL: Quantum-Native Reinforcement Learning

Alexander DeRieux, Walid Saad

2026 arXiv arXiv preprint

QOuLiPo: What a quantum computer sees when it reads a book

Christophe Jurczak

2026 arXiv arXiv preprint

QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation

Prerana Ramkumar, Nouhaila Innan, Muhammad Shafique

2026 arXiv arXiv preprint

QR-SPPS: Quantum-Native Retail Supply Chain Risk Simulation via VQE, ADAPT-VQE Counterfactual Policy Ranking, and DOS-QPE Boltzmann Tail Risk Quantification

Sumit Tapas Chongder

2026 arXiv arXiv preprint

QRadX-KOA: A RadImageNet Driven Quantum Transfer Learning Framework for Kellgren–Lawrence Grading of Knee Osteoarthritis

P HGV, S N.

2026 Europe PMC Europe PMC

QRBT: Quantum Driven Reinforcement Learning for Scalable Blockchain Transaction Processing.

Lella KK, Mallu SRK.

2026 Europe PMC PLoS One

QRGEC: quantum reinforcement learning with golden jackal optimization for resilient edge cloud coordination in internet computing.

Lella KK, Krishna MSR.

2026 Europe PMC Sci Rep

Qronecker: A Certifiable Kronecker Compression Primitive for Quantum-Chemistry Hamiltonians

Yuqi Zhang, Sixu Chen, Feixiong Cheng, Qiang Guan

2026 arXiv arXiv preprint

QSeqSim: A Symbolic Simulator for Qiskit While Loops Using Sequential Quantum Circuits

Zihao Li, Ji Guan, Mingsheng Ying

2026 arXiv arXiv preprint