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Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data
5 March 2021
Esther Rolf
Theodora Worledge
Benjamin Recht
Michael I. Jordan
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Papers citing
"Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data"
4 / 4 papers shown
Title
Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR)
Stephanie Eckman
Bolei Ma
Christoph Kern
Rob Chew
Barbara Plank
Frauke Kreuter
41
0
0
12 Jan 2025
Mind the Graph When Balancing Data for Fairness or Robustness
Jessica Schrouff
Alexis Bellot
Amal Rannen-Triki
Alan Malek
Isabela Albuquerque
A. Gretton
Alexander DÁmour
Silvia Chiappa
OOD
CML
42
1
0
25 Jun 2024
Striving for data-model efficiency: Identifying data externalities on group performance
Esther Rolf
Ben Packer
Alex Beutel
Fernando Diaz
TDI
22
2
0
11 Nov 2022
Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations
Simon Bing
Andrea Dittadi
Stefan Bauer
Patrick Schwab
SyDa
18
17
0
20 Jan 2022
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