Counterfactual Fairness by Combining Factual and Counterfactual Predictions
Theoretical study on the trade-off between counterfactual fairness and predictive performance.
zeyu-zhou
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1 min read
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models
Theoretical characterization of domain counterfactuals for invertible latent causal models.
Benchmarking Algorithms for Federated Domain Generalization
A comprehensive benchmark for Federated Domain Generalization evaluating 13 methods across 7 datasets.