Cong Ma

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Shuang Xu 徐爽NWPU 西北工业大学Verified email at nwpu.edu.cn
Junmin Liu (刘军民)Professor in the School of Mathematics and Statistics, Xi'an Jiaotong University （西安交通Verified email at mail.xjtu.edu.cn
Fei GaoXi'an Jiaotong UniversityVerified email at stu.xjtu.edu.cn
Wim SchoutensVerified email at kuleuven.be
Jan BeirlantKU LeuvenVerified email at wis.kuleuven.be
Xiangyong Cao (曹相湧)Associate Professor, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Deyu MengProfessor, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Jiangjun Peng (彭江军)Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
Zhizhong LiSenior Researcher, SenseTimeVerified email at sensetime.com
Kai SunXi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Xiangyu ChangSchool of Management, Xi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Jiangshe ZhangXi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn

Cong Ma

Lecturer, Northwest University, China

Verified email at nwu.edu.cn - Homepage

machine learning reinforcement learning quantitative trading


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A parallel multi-module deep reinforcement learning algorithm for stock trading C Ma, J Zhang, J Liu, L Ji, F Gao Neurocomputing 449, 290-302, 2021	32	2021
Are green bonds different from ordinary bonds? A statistical and quantitative point of view C Ma, W Schoutens, J Beirlant, J De Spiegeleer, S Höcht, R Van Kleeck NBB Working Paper, 2020	13	2020
Hyperspectral image denoising by asymmetric noise modeling S Xu, X Cao, J Peng, Q Ke, C Ma, D Meng IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022	11	2022
Penetrating the influence of regularizations on neural network based on information bottleneck theory J Zhang, C Ma, J Liu, G Shi Neurocomputing 393, 76-82, 2020	10	2020
Multi-agent deep reinforcement learning algorithm with trend consistency regularization for portfolio management C Ma, J Zhang, Z Li, S Xu Neural Computing and Applications 35 (9), 6589-6601, 2023	5	2023
Parallel multi-environment shaping algorithm for complex multi-step task C Ma, Z Li, D Lin, J Zhang Neurocomputing 402, 323-335, 2020	5	2020
CondenseNet with exclusive lasso regularization L Ji, J Zhang, C Zhang, C Ma, S Xu, K Sun Neural Computing and Applications 33, 16197-16212, 2021	4	2021
Mixed-modes-based switched delay system approach to the stabilization of networked control systems QK Li, WW Gao, N Yang, M Li, C Ma Proceedings of the 32nd Chinese Control Conference, 6698-6703, 2013	4	2013
Long short-term memory networks with multiple variables for stock market prediction F Gao, J Zhang, C Zhang, S Xu, C Ma Neural Processing Letters 55 (4), 4211-4229, 2023	3	2023
Dynamic graph reinforcement learning algorithm for portfolio management: A novel time-frequency correlated model C Ma, S Nan Finance Research Letters, 105373, 2024		2024
Multi-step reward ensemble methods for adaptive stock trading Z Zeng, C Ma, X Chang Expert Systems with Applications 230, 120547, 2023		2023
Robo-advisor: A Deep Reinforcement Learning Algorithm with the Risk Tolerance Regularization for Portfolio Management C Ma University of Hradec Kralove, 2023		2023

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