Quantum Machine Learning

3,957 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 697-708 of 3,957

Neural network decoder confidence as a learned proxy for the logical gap

David Dentelski

2026 arXiv arXiv preprint

Neural QAOA$^{2}$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization

Zubin Zheng, Jiahao Wu, Shengcai Liu

2026 arXiv arXiv preprint

Neural Quantum States Based on Selected Configurations

Marco Julian Solanki, Lexin Ding, Markus Reiher

2026 Crossref The Journal of Physical Chemistry Letters

Neural Quantum States in Mixed Precision

Massimo Solinas, Agnes Valenti, Nawaf Bou-Rabee, Roeland Wiersema

2026 arXiv arXiv preprint

Neural quantum support vector data description for one-class classification

Changjae Im, Hyeondo Oh, Daniel K. Park

2026 arXiv arXiv preprint

Next-generation nano-biosensors for hepatocellular carcinoma.

Abuhassan Q, Saleh K, Roopashree R, Kanwar JB, Sudhakar T, Sharma V, Chauhan AS, Khaitova S

2026 PubMed Clinica chimica acta; international journal of clinical chemistry

No Tile Left Behind: Multiprogramming for Surface-Code Architectures

Archisman Ghosh, Avimita Chatterjee, Swaroop Ghosh

2026 arXiv arXiv preprint

Noise and Bandwidth Performance Optimization for Readout Electronics of DC Superconducting Quantum Interference Device

Yang Shao, Shandong Li, Fuqing Shang, Zhengyu Wang, Quanming Gao

2026 Crossref IEEE Sensors Letters

Noise-aware selection of circuit cutting strategies under hardware noise non-uniformity

Debarthi Pal, Ritajit Majumdar, Padmanabha Venkatagiri Seshadri, Anupama Ray, Yogesh Simmhan

2026 arXiv arXiv preprint

Noise-enhanced quantum kernels on analog quantum computers

Hsiang-Wei Huang, Shen-Liang Yang, Chuan-Chi Huang, Yueh-Nan Chen, Hong-Bin Chen

2026 arXiv arXiv preprint

Noise-Resistant Feature-Aware Attack Detection Using Quantum Machine Learning

Chao Ding, Shi Wang, Jingtao Sun, Yaonan Wang, Daoyi Dong, Weibo Gao

2026 arXiv arXiv preprint

Noisy Qubits, Hard Problems: A SystematicReview and Taxonomy of Quantum OptimizationBeyond Toy Benchmarks

Sridhara SK, Kumar KK.

2026 Europe PMC Europe PMC