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 469-480 of 4,297

Enhancing quantum-resistant data privacy in vehicular cloud networks using NIST-qualified FALCON algorithm

Mritunjay Shall Peelam, Brijesh Kumar Chaurasia, Man Mohan Shukla, Vinay Chamola

2026 Crossref Vehicular Communications

Enhancing Small Dataset Classification Using Projected Quantum Kernels with Convolutional Neural Networks

A. M. A. S. D. Alagiyawanna, Asoka Karunananda, A. Mahasinghe, Thushari Silva

2026 arXiv arXiv preprint

Enhancing the scientific exploitation of future gravitational wave experiments through a multi-messenger approach

Florentina-Crenguta Pislan, Laurentiu-Ioan Caramete, Ana Caramete

2026 Crossref Classical and Quantum Gravity

Enhancing Vibronic-Coupling Hamiltonian Parameterization with Machine Learning: The PyVCHAM Tool.

Rodríguez-Cuenca E, Kuleff AI, Vendrell O

2026 PubMed Journal of chemical theory and computation

Enhancing WSN Data Security Using a Randomized Asymmetric Certificateless Arbitrated Quantum Signature Scheme

Ahmed M. Khedr, S. Sheeja Rani, Abo Bakr A. Khedr

2026 Crossref IEEE Sensors Journal

Entanglement is Half the Story: Post-Selection vs. Partial Traces

Gustav J L Jäger, Krzysztof Bieniasz, Martin B Plenio, Hans-Martin Rieser

2026 arXiv arXiv preprint

Entanglement of sections: the pushout of entangled and parameterized quantum information

Hisham Sati, Urs Schreiber

2026 Crossref Quantum Studies: Mathematics and Foundations

Entangling power of neural networks

Taige Wang, Nisarga Paul, Liang Fu

2026 arXiv arXiv preprint

Entropy driven carbon-coated multi-element alloy nanoparticles for enhanced microwave absorption.

Wang P, Hassan SU, Kuang D, Hou L, Wang S

2026 PubMed Journal of colloid and interface science

EQISA: Energy-efficient Quantum Instruction Set Architecture using Sparse Dictionary Learning

Sibasish Mishra, Aritra Sarkar, Sebastian Feld

2026 arXiv arXiv preprint

Equivalence of Privacy and Stability with Generalization Guarantees in Quantum Learning

Ayanava Dasgupta, Naqueeb Ahmad Warsi, Masahito Hayashi

2026 arXiv arXiv preprint

Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis

Richie Yeung, Aleks Kissinger, Rob Cornish

2026 arXiv arXiv preprint