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simpson's paradox

3 papers

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Co-occurring keywords · papers mentioning both

simpson paradox (2) accuracy fluency tradeoff (1) causal hypothesis testing (1) factor decorrelation (1) translation quality (1) quality assessment (1) counterfactual learning (1) instrumental variable (1) statistical test (1) counterfactual fairness (1)

Papers

FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025 Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses UAI 2025 Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation ACL 2024