"invariant risk minimization" Papers

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Learning Graph Invariance by Harnessing Spuriosity

Tianjun Yao, Yongqiang Chen, Kai Hu et al.

ICLR 2025
5
citations

Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization

Yuanchao Wang, Zhao-Rong Lai, Tianqi Zhong

ICLR 2025arXiv:2502.19665
3
citations

Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization

Yang Qiu, Yixiong Zou, Jun Wang et al.

NEURIPS 2025arXiv:2510.20295
2
citations

Invariant Risk Minimization Is A Total Variation Model

Zhao-Rong Lai, Weiwen Wang

ICML 2024arXiv:2405.01389
7
citations