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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 Favorite \| View/Download：2/0 \| 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 Favorite \| 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 Favorite \| 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 Favorite \| 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 Favorite \| View/Download：3/0 \| Submit date：2024/06/19 causal inference economics healthcare treatment effect estimation
	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 Favorite \| View/Download：9/0 \| Submit date：2022/05/20 Chance constraint Distributionally robust optimization Heavy-tail distributions KL divergence Portfolio selection φ-divergence