A non-review of Quantum Machine Learning: trends and explorations

Author:

Dunjko Vedran1,Wittek Peter2345

Affiliation:

1. LIACS, Leiden University, Niels Bohrweg 1, 2333 CA Leiden, The Netherlands

2. Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada

3. Creative Destruction Lab, Toronto, Ontario M5S 3E6, Canada

4. Vector Institute for Artificial Intelligence, Toronto, Ontario M5S 1M1, Canada

5. Perimeter Institute for Theoretical Physics, Waterloo, Ontario N2L 2Y5, Canada

Publisher

Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften

Reference41 articles.

1. Ewin Tang. A quantum-inspired classical algorithm for recommendation systems. In Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, STOC 2019, pages 217–228, New York, NY, USA, 2019. ACM. 10.1145/3313276.3316310.

2. Edwin Stoudenmire and David J Schwab. Supervised learning with tensor networks. In D. D. Lee, M. Sugiyama, U. V. Luxburg, I. Guyon, and R. Garnett, editors, Advances in Neural Information Processing Systems 29, pages 4799–4807. Curran Associates, Inc., 2016.

3. Hans J. Briegel and Gemma De las Cuevas. Projective simulation for artificial intelligence. Scientific Reports, 2(1), May 2012. 10.1038/srep00400.

4. Peter Wittek. Quantum Machine Learning: What Quantum Computing Means to Data Mining. Elsevier Science, 2016.

5. Maria Schuld and Francesco Petruccione. Supervised Learning with Quantum Computers. Springer International Publishing, 2018.

Cited by 46 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Quantum-Inspired Deep Learning for Networked Data Analysis With Quantum Networked Discord and Allies;Advances in Computational Intelligence and Robotics;2024-08-02

2. 3D information transmission of a computer-generated hologram using a quantum compensation hybrid neural network;Optics Express;2024-06-13

3. Dequantizing quantum machine learning models using tensor networks;Physical Review Research;2024-05-29

4. Complex quantum networks: a topical review;Journal of Physics A: Mathematical and Theoretical;2024-05-24

5. Natural Orbitals and Sparsity of Quantum Mutual Information;Journal of Chemical Theory and Computation;2024-04-24

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3