Quantum Machine Learning
521 papers for year 2024
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 289-300 of 521
Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
Marc Wanner, Laura Lewis, Chiranjib Bhattacharyya, Devdatt Dubhashi, Alexandru Gheorghiu
Predicting properties of quantum systems by regression on a quantum computer
Andrey Kardashin, Yerassyl Balkybek, Vladimir V. Palyulin, Konstantin Antipin
Predicting quantum learnability from landscape fluctuation
Hao-Kai Zhang, Chenghong Zhu, Xin Wang
Probing many-body Bell correlation depth with superconducting qubits
Ke Wang, Weikang Li, Shibo Xu, Mengyao Hu, Jiachen Chen, Yaozu Wu, Chuanyu Zhang, Feitong Jin, Xuhao Zhu, Yu Gao, Ziqi Tan, Aosai Zhang, Ning Wang, Yiren Zou, Tingting Li, Fanhao Shen, Jiarun Zhong, Zehang Bao, Zitian Zhu, Zixuan Song, Jinfeng Deng, Hang Dong, Xu Zhang, Pengfei Zhang, Wenjie Jiang, Zhide Lu, Zheng-Zhi Sun, Hekang Li, Qiujiang Guo, Zhen Wang, Patrick Emonts, Jordi Tura, Chao Song, H. Wang, Dong-Ling Deng
Proposal for Superconducting Quantum Networks Using Multi-Octave Transduction to Lower Frequencies
Takuma Makihara, Wentao Jiang, Amir H. Safavi-Naeini
Protein Design by Integrating Machine Learning with Quantum Annealing and Quantum-inspired Optimization
Veronica Panizza, Philipp Hauke, Cristian Micheletti, Pietro Faccioli
Provable bounds for noise-free expectation values computed from noisy samples.
Barron SV, Egger DJ, Pelofske E, Bärtschi A, Eidenbenz S, Lehmkuehler M, Woerner S.
Provably Efficient Adiabatic Learning for Quantum-Classical Dynamics
Changnan Peng, Jin-Peng Liu, Gia-Wei Chern, Di Luo
Provably Quantum-Secure Microgrids through Enhanced Quantum Distributed Control
Pouya Babahajiani, Peng Zhang, Ji Liu, Tzu-Chieh Wei
Public Quantum Network: The First Node
K. Kapoor, S. Hoseini, J. Choi, B. E. Nussbaum, Y. Zhang, K. Shetty, C. Skaar, M. Ward, L. Wilson, K. Shinbrough, E. Edwards, R. Wiltfong, C. P. Lualdi, Offir Cohen, P. G. Kwiat, V. O. Lorenz
Q-gen: A Parameterized Quantum Circuit Generator
Yikai Mao, Shaswot Shresthamali, Masaaki Kondo
QADL: Prototype of Quantum Architecture Description Language
Muhammad Waseem, Tommi Mikkonen, Aakash Ahmad, Muhammad Taimoor Khan, Majid Haghparast, Vlad Stirbu, Peng Liang