Causal Inference

Counterfactual Fairness by Combining Factual and Counterfactual Predictions featured image

Counterfactual Fairness by Combining Factual and Counterfactual Predictions

Theoretical study on the trade-off between counterfactual fairness and predictive performance.

zeyu-zhou
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models featured image

Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models

Theoretical characterization of domain counterfactuals for invertible latent causal models.

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Ruqi Bai