Quantum machine learning - Open Access .click

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2006
Quantum 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, Gilles Brassard, Sébastien Gambs +2 more
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Machine learning and quantum physics

Science, 2017
Many-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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Quantum algorithms for machine learning

XRDS: Crossroads, The ACM Magazine for Students, 2016
Quantum 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]