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Journal Articles
- 2022
[j2]Samuel Yen-Chi Chen
, Chih-Min Huang, Chia-Wei Hsing, Hsi-Sheng Goan, Ying-Jer Kao:
Variational quantum reinforcement learning via evolutionary optimization. Mach. Learn. Sci. Technol. 3(1): 15025 (2022)- 2021
- [j1]Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Ying-Jer Kao:
An end-to-end trainable hybrid classical-quantum classifier. Mach. Learn. Sci. Technol. 2(4): 45021 (2021)
Informal and Other Publications
- 2022
- [i5]Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus:
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR abs/2208.02235 (2022) - [i4]Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Samuel Palmer, Saeed S. Jahromi, Shivam Sharma, Tomas Dominguez, Kris Tziritas, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Samuel Mugel, Roman Orus:
Quantum-Inspired Tensor Neural Networks for Option Pricing. CoRR abs/2212.14076 (2022) - 2021
- [i3]Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Ying-Jer Kao:
An end-to-end trainable hybrid classical-quantum classifier. CoRR abs/2102.02416 (2021) - [i2]Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Hsi-Sheng Goan, Ying-Jer Kao:
Variational Quantum Reinforcement Learning via Evolutionary Optimization. CoRR abs/2109.00540 (2021) - 2020
- [i1]Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Ying-Jer Kao:
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit. CoRR abs/2011.14651 (2020)
Coauthor Index
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