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causal feature

8 papers

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Co-occurring keywords · papers mentioning both

spurious correlation (4) causal inference (3) model robustness (2) domain adaptation (2) domain generalization (2) semi-generative model (1) feature regularization (1) regularization method (1) counterfactual generation (1) sample reweighting (1)

Papers

Causality Inspired Federated Learning for OOD Generalization ICML 2025 Computationally Efficient Methods for Invariant Feature Selection with Sparsity UAI 2025 Do Regularization Methods for Shortcut Mitigation Work As Intended? AISTATS 2025 RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction UAI 2024 Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021 Invariant Causal Imitation Learning for Generalizable Policies NeurIPS 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019