Causality and Independence Enhancement for Biased Node Classification

Author:

Chen Guoxin1ORCID,Wang Yongqing2ORCID,Guo Fangda2ORCID,Guo Qinglang3ORCID,Shao Jiangli1ORCID,Shen Huawei1ORCID,Cheng Xueqi1ORCID

Affiliation:

1. Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

2. Chinese Academy of Sciences, Beijing, China

3. University of Science and Technology of China & China Academic of Electronics and Information Technology, HeFei, China

Funder

The National Key R&D Program Young Scientists Project

The National Natural Science Foundation of China

The fellowship of China Postdoctoral Science Foundation

Publisher

ACM

Reference55 articles.

1. Faruk Ahmed Yoshua Bengio Harm van Seijen and Aaron Courville. 2020. Systematic generalisation with group invariant predictions. In ICLR. Faruk Ahmed Yoshua Bengio Harm van Seijen and Aaron Courville. 2020. Systematic generalisation with group invariant predictions. In ICLR.

2. Martin Arjovsky , Léon Bottou , Ishaan Gulrajani , and David Lopez-Paz . 2019. Invariant risk minimization. arXiv preprint arXiv:1907.02893 ( 2019 ). Martin Arjovsky, Léon Bottou, Ishaan Gulrajani, and David Lopez-Paz. 2019. Invariant risk minimization. arXiv preprint arXiv:1907.02893 (2019).

3. Kernel independent component analysis;Bach Francis R;Journal of machine learning research,2002

4. Joint measures and cross-covariance operators

5. Causal inference and the data-fusion problem

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