Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research

Author:

Winker Tobias1ORCID,Groppe Sven1ORCID,Uotila Valter2ORCID,Yan Zhengtong2ORCID,Lu Jiaheng2ORCID,Franz Maja3ORCID,Mauerer Wolfgang3ORCID

Affiliation:

1. University of Lübeck, Lübeck, Germany

2. University of Helsinki, Helsinki, Finland

3. Technical University of Applied Science Regensburg, Regensburg, Germany

Funder

BMBF

Bundesministerium für Bildung und Forschung

Publisher

ACM

Reference73 articles.

1. Scott Aaronson . 2013. Quantum Computing since Democritus . Cambridge University Press , USA. Scott Aaronson. 2013. Quantum Computing since Democritus. Cambridge University Press, USA.

2. Zainab Abohashima , Mohamed Elhosen , Essam H. Houssein , and Waleed M . Mohamed . 2020 . Classification with Quantum Machine Learning: A Survey . arXiv arXiv:2006.12270 (2020). https://doi.org/10.48550/ARXIV.2006.12270 10.48550/ARXIV.2006.12270 Zainab Abohashima, Mohamed Elhosen, Essam H. Houssein, and Waleed M. Mohamed. 2020. Classification with Quantum Machine Learning: A Survey. arXiv arXiv:2006.12270 (2020). https://doi.org/10.48550/ARXIV.2006.12270

3. Adiabatic Quantum Computation is Equivalent to Standard Quantum Computation

4. Adiabatic quantum computation

5. Ryan Babbush , Alejandro Perdomo-Ortiz , Bryan O'Gorman , William Macready , and Alan Aspuru-Guzik . 2014. Construction of Energy Functions for Lattice Heteropolymer Models: Efficient Encodings for Constraint Satisfaction Programming and Quantum Annealing . John Wiley & Sons, Inc. , Hoboken, New Jersey, 201--244. https://doi.org/10.1002/97811 1875 5815.ch05 10.1002/9781118755815.ch05 Ryan Babbush, Alejandro Perdomo-Ortiz, Bryan O'Gorman, William Macready, and Alan Aspuru-Guzik. 2014. Construction of Energy Functions for Lattice Heteropolymer Models: Efficient Encodings for Constraint Satisfaction Programming and Quantum Annealing. John Wiley & Sons, Inc., Hoboken, New Jersey, 201--244. https://doi.org/10.1002/9781118755815.ch05

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