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Chia-Wei Hsing
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Variational quantum reinforcement learning via evolutionary optimization
SYC Chen, CM Huang, CW Hsing, HS Goan, YJ Kao
Machine Learning: Science and Technology 3 (1), 015025, 2022
972022
An end-to-end trainable hybrid classical-quantum classifier
SYC Chen, CM Huang, CW Hsing, YJ Kao
Machine Learning: Science and Technology 2 (4), 2021
772021
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
SYC Chen, CM Huang, CW Hsing, YJ Kao
34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
532020
Quantum-inspired tensor neural networks for partial differential equations
R Patel, CW Hsing, S Sahin, SS Jahromi, S Palmer, S Sharma, C Michel, ...
arXiv preprint arXiv:2208.02235, 2022
132022
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit. arXiv 2020
SYC Chen, CM Huang, CW Hsing, YJ Kao
arXiv preprint arXiv:2011.14651, 0
11
Quantum-inspired tensor neural networks for option pricing
RG Patel, CW Hsing, S Sahin, S Palmer, SS Jahromi, S Sharma, ...
arXiv preprint arXiv:2212.14076, 2022
52022
Systems and methods of applying matrix product states to machine learning
C Hsing, O Román, S Mugel, S Jahromi, S Sahin, S Palmer
US Patent App. 17/857,487, 2023
2023
Systems and methods of applying tensor radial basis function networks to machine learning
S Palmer, R Patel, O Román, S Jahromi, C Hsing, S Sahin
US Patent App. 17/857,491, 2023
2023
Determination of condition or characteristic of a target
O Román, S Mugel, S Sahin, S Jahromi, CW Hsing, R Patel, S Palmer
US Patent App. 17/729,575, 2023
2023
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Artikler 1–9