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 treatment effect estimation









OnInductiveBiasesforHeterogeneousTreatment EffectEstimation

Neural Information Processing Systems

At this point, a range of sophisticated solutions exist which reduce the effect of confounding by balancing the covariate space [3, 4], importance weighting [11, 12, 13, 14] or propensity drop-out [15].