Research Articleposted 2023-11-22 12:16:39
A Novel Approach for Quantum Financial Simulation and Quantum State Preparation
Yen Jui Chang, Wei-Ting Wang, Hao-Yuan Chen, Shih-Wei Laio, Ching-Ray Chang
Under Review
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Research Articleposted 2023-10-27 06:58:16
Recognizing Good Variational Quantum Circuits with Monte Carlo Tree Search
Zhiqiang Cai, Jialin Chen, Ke Xu, Lingli Wang
Under Review
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Research Articleposted 2023-10-16 06:31:14
Des-q: a Quantum Algorithm to Construct and Efficiently Retrain Decision Trees for Regression and Binary Classification
Niraj Kumar, Romina Yalovetzky, Changhao Li, Pierre Minnsen, Marco Pistoia
Under Review
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Research Articleposted 2023-10-06 06:47:48
Behavior prediction of fiber optic temperature sensor based on hybrid classical quantum regression model
Kanimozhi T, Sridevi S, Valliammai M, Mohanraj J, Vinodhkumar N, Amirthalingam Sathasivam
Under Review
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Research Articleposted 2023-09-07 17:53:58
Quantum support vector machines for classification and regression on a trapped-ion quantum computer
Teppei Suzuki, Takashi Hasebe, Tsubasa Miyazaki
Under Review
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Research Articleposted 2023-09-07 06:28:07
On Neural Quantum Support Vector Machines
Lars Simon, Manuel Radons
Under Review
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Research Articleposted 2023-07-31 06:14:16
Deep-Q Learning with Hybrid Quantum Neural Network on Solving Maze Problems
Hao-Yuan Chen, Yen-Jui Chang, Ching-Ray Chang
Under Review
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Research Articleposted 2023-06-28 08:31:08
Hybrid Classical-Quantum Transfer Learning for Text Classification
Ebrahim Ardeshir-Larijani, Mehdi Nasiri
Under Review
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Research Articleposted 2023-06-01 06:51:45
Quantum Convolutional Neural Networks for Multi-Channel Supervised Learning
Anthony M. Smaldone, Gregory W. Kyro, Victor S. Batista
Published
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Research Articleposted 2023-04-25 07:57:12
Generative model for learning quantum ensemble with optimal transport loss
Hiroyuki Tezuka, Shumpei Uno, Naoki Yamamoto
Under Review
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