Journal of Quantum-Enhanced Machine Learning
JQEML publishes peer-reviewed open access research on quantum-enhanced machine learning, quantum algorithms, quantum neural networks, hybrid quantum-classical systems, and applications …
In this work we propose an approach for the systematic treatment of machine learning, from the perspective of quantum information. Our approach is general and covers all three main branches of …
Quantum machine learning - Wikipedia
Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving and often expediting classical machine learning techniques.
Quantum machine learning: A comprehensive review of integrating …
Jun 1, 2025 · Quantum Machine Learning (QML) is the emerging confluence of quantum computing and artificial intelligence that promises to solve computational proble…
Quantum Machine Learning: What It Is, How It Works, and More
Sep 16, 2025 · Also called quantum-enhanced machine learning, quantum machine learning leverages the information processing power of quantum technologies to enhance and speed up the work …
Quantum Machine Learning: Recent Advances, Challenges, and …
May 23, 2025 · This study presents a comprehensive survey on Quantum Machine Learning (QML) along with its current status, challenges, and perspectives. QML combines quantum computing and …
Supervised Quantum Machine Learning: A Future Outlook from …
May 30, 2025 · This paper reviews recent developments in supervised QML, focusing on methods such as variational quantum circuits, quantum neural networks, and quantum kernel methods, along with …
This study systematically examines the current landscape of quantum-enhanced machine learning (QML), revealing both its transformative potential and significant practical challenges.
Quantum-Enhanced Machine Learning | Phys. Rev. Lett.
Sep 20, 2016 · In this work we propose an approach for the systematic treatment of machine learning, from the perspective of quantum information. Our approach is general and covers all three main …
Quantum-Enhanced Machine Learning: The Next Frontier in AI
Mar 28, 2025 · In the rapidly evolving landscape of artificial intelligence, a groundbreaking development has emerged that promises to revolutionize the field: Quantum-Enhanced Machine Learning (QEML).