Quantum Machine Learning

237 papers for year 2020

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 145-156 of 237

Quantum Computer Architecture From Non-Conventional Physical Simulation Up To Encryption Cracking, Machine Learning Application, And More

Hasan Abbas Al-Mohammed, Muhammed Samir Al-Ali, Mahdi Alkaeed

2020 Crossref 2020 16th International Computer Engineering Conference (ICENCO)

Quantum Computing: An Entanglement Measurement

Mayank Gupta, Manisha J Nene

2020 Crossref 2020 IEEE International Conference on Advent Trends in Multidisciplinary Research and Innovation (ICATMRI)

Quantum Convolutional Neural Networks for High Energy Physics Data Analysis

Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chao Zhang, Haiwang Yu, Shinjae Yoo

2020 arXiv arXiv preprint

Quantum Differentially Private Sparse Regression Learning

Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao

2020 arXiv arXiv preprint

Quantum Discriminator for Binary Classification

Prasanna Date, Wyatt Smith

2020 arXiv arXiv preprint

Quantum Dot Sensitized Solar Cells: A Promising Avenue for Next-Generation Energy Conversion

Pavani Surarapu, Janaki Rama Phanendra Kumar Ande, Aleena Varghese, Suman Reddy Mallipeddi, Dileep Reddy Goda, Sridhar Reddy Yerram, Swathi Kaluvakuri

2020 Crossref Asia Pacific Journal of Energy and Environment

Quantum ensemble of trained classifiers

Ismael C. S. Araujo, Adenilton J. da Silva

2020 arXiv arXiv preprint

Quantum entanglement recognition

Jun Yong Khoo, Markus Heyl

2020 arXiv arXiv preprint

Quantum exploration algorithms for multi-armed bandits

Daochen Wang, Xuchen You, Tongyang Li, Andrew M. Childs

2020 arXiv arXiv preprint

Quantum Fully Homomorphic Encryption by Integrating Pauli One-time Pad with Quaternions

Guangsheng Ma, Hongbo Li

2020 arXiv arXiv preprint

Quantum Go Machine

Lu-Feng Qiao, Jun Gao, Zhi-Qiang Jiao, Zhe-Yong Zhang, Zhu Cao, Ruo-Jing Ren, Chao-Ni Zhang, Cheng-Qiu Hu, Xiao-Yun Xu, Hao Tang, Zhi-Hao Ma, Xian-Min Jin

2020 arXiv arXiv preprint

Quantum Integer Programming (QuIP) 47-779: Lecture Notes

David E. Bernal, Sridhar Tayur, Davide Venturelli

2020 arXiv arXiv preprint