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Fair Inference on Outcomes

In this paper, we consider the problem of fair statistical inference involving outcome variables. Examples include classification and regression problems, and estimating treatment effects in randomized trials or observational data. The issue of fairness arises in such problems where some covariates...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Proc AAAI Conf Artif Intell
Prif Awduron: Nabi, Razieh, Shpitser, Ilya
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5963284/
https://ncbi.nlm.nih.gov/pubmed/29796336
Tagiau: Ychwanegu Tag
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