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Everything about Quantum machine learning
Interdisciplinary research area
Quantum machine learning (QML) is the study of quantum algorithms for machine learning. It often refers to quantum algorithms for machine learning tasks which analyze classical data, sometimes called quantum-enhanced machine learning. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Quantum machine learningA 5-minute orientation
- Skim a recent paper: Group-Invariant Quantum Machine LearningInfluential work since 2022
- Pick up a classic book: Physics of Data Science and Machine LearningThe most-reprinted book on the subject
- Read the landmark paper: Quantum machine learningCited 4,613 times
- Go sideways: Machine learning in physicsA closely related topic
- Go sideways: Quantum annealingA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
Quantum machine learning
Quantum-Enhanced Machine Learning
Distributed secure quantum machine learning
Machine Learning: Quantum vs Classical
Federated Quantum Machine Learning
Quantum adversarial machine learning
Machine learning meets quantum physics
Machine learning for quantum matter
🆕 Influential since 2022
📚 Books worth reading
Physics of Data Science and Machine LearningIjaz A. Rauf · 2021
Quantum Machine LearningPeter Wittek · 2014- 📕Tensor Network ContractionsShi-Ju Ran · 2020
Quantum AI · 2026
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Machine learning in physics Applying machine learning (ML) (including deep learning) methods to the study of quantum systems is an emergent area of physics research. A basic example…
- Quantum annealing Quantum annealing (QA) is an optimization process for finding the global minimum of a given objective function over a given set of candidate solutions…
- HHL algorithm The Harrow–Hassidim–Lloyd (HHL) algorithm is a quantum algorithm for obtaining certain limited information about the solution to a system of linear equations…
- Quantum supremacy In quantum computing, quantum supremacy or quantum advantage is the goal of demonstrating that a programmable quantum computer can solve a problem that…
- D-Wave Two D-Wave Two (project code name Vesuvius) is the second commercially available quantum computer, and the successor to the first commercially available quantum…
- Quantum neural network Quantum neural networks (QNN) are computational neural network models which are based on the principles of quantum mechanics. The first ideas on quantum…
- Quantum algorithm In quantum computing, a quantum algorithm is an algorithm that runs on a realistic model of quantum computation, the most commonly used model being the…
- D-Wave Systems 49°15′24″N 122°59′57″W / 49.256613°N 122.9990452°W / 49.256613; -122.9990452 D-Wave Quantum Inc. is a quantum computing company with locations in Palo…