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Causal Inference On Jobs

評価指標

Average Treatment Effect on the Treated Error

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

Paper Title
CFR WASS0.09Estimating individual treatment effect: generalization bounds and algorithms
CFR MMD0.08Estimating individual treatment effect: generalization bounds and algorithms
BART0.08BART: Bayesian additive regression trees
GANITE0.06GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets
BCAUSS0.05Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation
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Causal Inference On Jobs | SOTA | HyperAI超神経