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Quantum Driven Machine Learning
International Journal of Theoretical Physics, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Shivani Saini +3 more
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Quantum Algebraic Machine Learning
2020 IEEE 10th International Conference on Intelligent Systems (IS), 2020Quantum information processing is a rapidly growing industry with promising results in the near future. Its implementtation has serious impact on almost any areas of our lives: cyber-security, communication, AI, etc. Any computations can be considered as quantum ones and in this context classical computations are a subset of quantum computations.
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Machine learning for quantum physics
Science, 2017An artificial neural network can discover the ground state of a quantum many-body ...
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Generative Quantum Machine Learning
2021The goal of generative machine learning is to model the probability distribution underlying a given data set. This probability distribution helps to characterize the generation process of the data samples. While classical generative machine learning is solely based on classical resources, generative quantum machine learning can also employ quantum ...
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Machine learning and quantum physics
Science, 2017Many-Body Physics Elucidating the behavior of quantum interacting systems of many particles remains one of the biggest challenges in physics. Traditional numerical methods often work well, but some of the most interesting problems leave them stumped.
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Machine Learning in a Quantum World
2006Quantum Information Processing (QIP) performs wonders in a world that obeys the laws of quantum mechanics, whereas Machine Learning (ML) is generally assumed to be done in a classical world. We initiate an investigation of the encounter of ML with QIP by defining and studying novel learning tasks that correspond to Machine Learning in a world in which ...
Esma Aïmeur +2 more
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Quantum algorithms for machine learning
XRDS: Crossroads, The ACM Magazine for Students, 2016Quantum computing and machine learning are two technologies that have generated unparalleled amounts of hype among the scientific community and popular press. Both are mysterious, immensely powerful, and on a collision course with each other.
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Machine Learning in Quantum Sciences
Artificial intelligence is dramatically reshaping scientific research and is coming to play an essential role in scientific and technological development by enhancing and accelerating discovery across multiple fields. This book dives into the interplay between artificial intelligence and the quantum sciences; the outcome of a collaborative effort from ...Dawid, A. +28 more
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Quantum Machine Learning [PDF]
Advanced Quantum TechnologiesLucas Lamata +1 more
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