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Coarse race data conceals disparities in clinical risk score performance

Coarse race data conceals disparities in clinical risk score performance

18 April 2023
Rajiv Movva
Divya Shanmugam
Kaihua Hou
P. Pathak
John Guttag
Nikhil Garg
Emma Pierson
ArXivPDFHTML

Papers citing "Coarse race data conceals disparities in clinical risk score performance"

6 / 6 papers shown
Title
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling
S. Rutherford
T. Wolfers
Charlotte J. Fraza
Nathaniel G. Harrnet
Christian F. Beckmann
H. Ruhé
A. Marquand
CML
56
3
0
26 Jul 2024
Annotation alignment: Comparing LLM and human annotations of
  conversational safety
Annotation alignment: Comparing LLM and human annotations of conversational safety
Rajiv Movva
Pang Wei Koh
Emma Pierson
ALM
39
3
0
10 Jun 2024
Addressing Discretization-Induced Bias in Demographic Prediction
Addressing Discretization-Induced Bias in Demographic Prediction
Evan Dong
Aaron Schein
Yixin Wang
Nikhil Garg
40
3
0
27 May 2024
A Bayesian Spatial Model to Correct Under-Reporting in Urban
  Crowdsourcing
A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing
Gabriel Agostini
Emma Pierson
Nikhil Garg
34
3
0
18 Dec 2023
PaLM 2 Technical Report
PaLM 2 Technical Report
Rohan Anil
Andrew M. Dai
Orhan Firat
Melvin Johnson
Dmitry Lepikhin
...
Ce Zheng
Wei Zhou
Denny Zhou
Slav Petrov
Yonghui Wu
ReLM
LRM
128
1,152
0
17 May 2023
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
2,091
0
24 Oct 2016
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