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Robust quantum minimum finding with an application to hypothesis selection


Mar 26, 2020
Yihui Quek, Clement Canonne, Patrick Rebentrost

* 24 pages 

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Quantum and Classical Algorithms for Approximate Submodular Function Minimization


Jul 11, 2019
Yassine Hamoudi, Patrick Rebentrost, Ansis Rosmanis, Miklos Santha

* 22 pages 

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Bayesian Deep Learning on a Quantum Computer


Jul 09, 2018
Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek

* 13 pages, 5 figures, code is available at https://gitlab.com/apozas/bayesian-dl-quantum/ 

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Quantum Machine Learning


May 10, 2018
Jacob Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, Seth Lloyd

* Nature 549, 195-202 (2017) 
* 24 pages, 2 figures 

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A note on state preparation for quantum machine learning


Apr 01, 2018
Zhikuan Zhao, Vedran Dunjko, Jack K. Fitzsimons, Patrick Rebentrost, Joseph F. Fitzsimons


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Quantum support vector machine for big data classification


Jul 10, 2014
Patrick Rebentrost, Masoud Mohseni, Seth Lloyd

* Phys. Rev. Lett. 113, 130503 (2014) 
* 5 pages 

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