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Causal Fairness Assessment of Treatment Allocation with Electronic
  Health Records

Causal Fairness Assessment of Treatment Allocation with Electronic Health Records

21 November 2022
Linying Zhang
L. Richter
Yixin Wang
A. Ostropolets
Noémie Elhadad
David M. Blei
G. Hripcsak
    CML
ArXivPDFHTML

Papers citing "Causal Fairness Assessment of Treatment Allocation with Electronic Health Records"

2 / 2 papers shown
Title
Promises and Challenges of Causality for Ethical Machine Learning
Promises and Challenges of Causality for Ethical Machine Learning
Aida Rahmattalabi
Alice Xiang
FaML
CML
128
8
0
26 Jan 2022
Fair prediction with disparate impact: A study of bias in recidivism
  prediction instruments
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,090
0
24 Oct 2016
1