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2310.02533
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Quantifying and mitigating the impact of label errors on model disparity metrics
4 October 2023
Julius Adebayo
Melissa Hall
Bowen Yu
Bobbie Chern
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Papers citing
"Quantifying and mitigating the impact of label errors on model disparity metrics"
4 / 4 papers shown
Title
Pruning has a disparate impact on model accuracy
Cuong Tran
Ferdinando Fioretto
Jung-Eun Kim
Rakshit Naidu
32
38
0
26 May 2022
Achieving Fairness at No Utility Cost via Data Reweighing with Influence
Peizhao Li
Hongfu Liu
TDI
25
45
0
01 Feb 2022
A Systematic Study of Bias Amplification
Melissa Hall
L. V. D. van der Maaten
Laura Gustafson
Maxwell Jones
Aaron B. Adcock
92
70
0
27 Jan 2022
Combating noisy labels by agreement: A joint training method with co-regularization
Hongxin Wei
Lei Feng
Xiangyu Chen
Bo An
NoLa
303
494
0
05 Mar 2020
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