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MA Shumin
6
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5
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1
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Towards Balanced Representation Learning for Credit Policy Evaluation
Conference paper
Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023, Valencia, Spain, 25-27 April 2023
Authors:
Huang, Yiyan
;
Leung, Cheuk Hang
;
Ma, Shumin
;
Yuan, Zhiri
;
Wu, Qi
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View/Download:2/0
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Submit date:2024/06/19
Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization
Journal article
IEEE Transactions on Neural Networks and Learning Systems,2023
Authors:
Ma, Shumin
;
Yuan, Zhiri
;
Wu, Qi
;
Huang, Yiyan
;
Hu, Xixu
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  |  
View/Download:3/0
  |  
Submit date:2024/06/19
Adaptation models
Copula
Covariance matrices
Data science
domain adaptation
domain divergence
Neural networks
regularization
Sun
Transfer learning
Urban areas
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis
Journal article
Transactions on Machine Learning Research,2022, issue: 12
Authors:
Yuan, Zhiri
;
Hu, Xixu
;
Wu, Qi
;
Ma, Shumin
;
Leung, Cheuk Hang
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  |  
View/Download:1/0
  |  
Submit date:2024/06/20
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information
Conference paper
PRICAI 2022: Trends in Artificial Intelligence: 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10–13, 2022, Proceedings, Part II, Shanghai, China, November 10–13, 2022
Authors:
Huang, Yiyan
;
Leung, Cheuk Hang
;
Ma, Shumin
;
Wu, Qi
;
Wang, Dongdong
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  |  
View/Download:3/0
  |  
Submit date:2024/06/19
Causal inference
Representation learning
Treatment effects
Robust Causal Learning for the Estimation of Average Treatment Effects
Conference paper
2022 International Joint Conference on Neural Networks (IJCNN): 2022 Conference Proceedings, Padua, Italy, 18-23 July 2022
Authors:
Huang, Yiyan
;
Leung, Cheuk Hang
;
Wu, Qi
;
Yan, Xing
;
Ma, Shumin
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  |  
View/Download:3/0
  |  
Submit date:2024/06/19
causal inference
economics
healthcare
treatment effect estimation
一种智能扫描机器人
Patent
专利类型: 实用新型Utility model, 专利号: CN202023347683.8, 申请日期: 2020-12-31, 公开日期: 2021-08-31
Inventors:
纪燕燕
;
张慧
;
轩辕哲
;
湛凤英
;
吴晓嘉
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  |  
View/Download:19/0
  |  
Submit date:2021/12/16
Understanding distributional ambiguity via non-robust chance constraint
Conference paper
ICAIF 2020 - 1st ACM International Conference on AI in Finance, Virtual, Online, OCT 15-16, 2020
Authors:
Ma, Shumin
;
Leung, Cheuk Hang
;
Wu, Qi
;
Liu, Wei
;
Peng, Nanbo
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  |  
View/Download:9/0
  |  
Submit date:2022/05/20
Chance constraint
Distributionally robust optimization
Heavy-tail distributions
KL divergence
Portfolio selection
φ-divergence
Preserving Balance Between Privacy and Data Integrity in Edge-Assisted Internet of Things
Journal article
IEEE Internet of Things Journal,2020, volume: 7, issue: 4, pages: 2679-2689
Authors:
Wang, Tian
;
Bhuiyan, Md Zakirul Alam
;
Wang, Guojun
;
Qi, Lianyong
;
Wu, Jie
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  |  
View/Download:4/0
  |  
Submit date:2021/12/02
Biometric
data collection
data integrity
ECC
Internet of Things (IoT)
privacy
security
truth discovery
Automatic Epicardial Fat Segmentation and Quantification of CT Scans Using Dual U-Nets with a Morphological Processing Layer
Journal article
IEEE Access,2020, volume: 8, pages: 128032-128041
Authors:
Zhang, Qi
;
Zhou, Jianhang
;
Zhang, Bob
;
Jia, Weijia
;
Wu, Enhua
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  |  
View/Download:8/0
  |  
Submit date:2021/05/10
Cardiac fat
CT
deep learning
image segmentation
medical imaging analysis
英语世界认识《易经》的三个阶段
Book chapter
出自: 翻译界. 第六辑, 北京:外语教学与研究出版社, 2018, pages: 4-20
Authors:
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View/Download:7/0
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Submit date:2021/10/25
易经
宗教
哲学
历史
翻译