Mitigating spurious correlations with causal logit perturbation

Xiaoling Zhou; Wei Ye; Rui Xie; Shikun Zhang

doi:10.1016/j.ins.2025.122276

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Mitigating spurious correlations with causal logit perturbation

Xiaoling Zhou Wei Ye Rui Xie Shikun Zhang

Year: 2025 Journal: Information Sciences Vol: 717 Pages: 122276-122276 Publisher: Elsevier BV

DOI: 10.1016/j.ins.2025.122276

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Keywords:

Spurious relationship Logit Econometrics Logistic regression Mathematics Statistical physics Perturbation (astronomy) Statistics Physics Quantum mechanics

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Explainable Artificial Intelligence (XAI)

Physical Sciences → Computer Science → Artificial Intelligence

Adversarial Robustness in Machine Learning

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Mitigating spurious correlations with causal logit perturbation

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