Quantum Machine Learning

4,265 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 121-132 of 4,265

Adaptive Parallelism-Aware Qubit Routing for Ion Trap QCCD Architectures

Anabel Ovide, Andreu Angles-Castillo, Carmen G. Almudever

2026 arXiv arXiv preprint

Adaptive quantum differential evolution with experience-guided learning for integrated production and collaborative mobile robot scheduling

Qingsong Fan, Liang Gao, Xinyu Li, Chunjiang Zhang, Qihao Liu

2026 Crossref Expert Systems with Applications

Adaptive quantum kernel selection via leakage-free stacking for clinical diagnostics on NISQ hardware.

Daga M, Naole S, Parikh D, Bommineni KR, Ramu SP

2026 PubMed Scientific reports

Adaptive Sensing beyond Non-Adaptive Information Limits: End-to-End Co-Design of Geometry, Policy, and Inference

Arvin Keshvari, William Tuxbury, Zin Lin

2026 arXiv arXiv preprint

Adaptive Shot Allocation for Recursive QAOA via Reinforcement Learning

Euimin Lee, Shiho Kim

2026 arXiv arXiv preprint

Adaptive Tangent Homomorphic Encryption with Equivariant Quantum Neural Networks for Secure Data Transmission Routing in MANET

V. Ravi Kumar, Prasada Reddy. M. M., B. Nancharaiah

2026 Crossref International Journal of Computer Network and Information Security

Addressing the minor-embedding problem in quantum annealing and evaluating state-of-the-art algorithm performance

Aitor Gómez-Tejedor, Eneko Osaba, Esther Villar-Rodriguez

2026 Crossref Future Generation Computer Systems

Advanced renewable electric vehicle charging system with optimized internet of things communication and quantum-secure data integrity

V. Balaji, S. Prayla Shyry, K.C. Prabu Shankar, M. Hema

2026 Crossref Journal of Energy Storage

Advanced Scheduling Strategies for Distributed Quantum Computing Jobs

Gongyu Ni, Davide Ferrari, Lester Ho, Michele Amoretti

2026 arXiv arXiv preprint

Advances and Challenges in the Integration of Quantum Computing in Artificial Intelligence: A Systematic Review

Yesenia del Rosario Vásquez Valencia, Alvaro Nilmer Sumaran Flores, Jean Pieer Salcedo Huarez, Joaquín Alberto Carbajal Palomino, Francisco Manuel Hilario Falcon, Omar Perez Huaman, Liliana Bayona Castañeda

2026 Crossref Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications

Advances in quantum genetic algorithms

D. Lima, R. Saini, S. Al-Kuwari

2026 Crossref Computer Science Review

Advances in sensor arrays for ions: From discrimination to application.

Yang W, Chen X, Han Q, Huang H, Li Y

2026 PubMed Talanta