conftrace_

causal feature

4 papers

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Co-occurring keywords

causal inference (1630) spurious correlation (279) domain adaptation (4595) domain generalization (1522) semi-generative model (1) feature regularization (25) counterfactual generation (59) model fairness (68) invariant feature (26) counterfactual framework (2)

Papers

Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
Invariant Causal Imitation Learning for Generalizable Policies NIPS 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019