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Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
9 April 2022
Michael Lohaus
Matthäus Kleindessner
K. Kenthapadi
Francesco Locatello
Chris Russell
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Papers citing
"Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks"
7 / 7 papers shown
Fair Text Classification via Transferable Representations
Thibaud Leteno
Michael Perrot
Charlotte Laclau
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Christophe Gravier
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519
0
0
10 Mar 2025
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey)
K. Kenthapadi
M. Sameki
Ankur Taly
HILM
ELM
AILaw
267
37
0
10 Jul 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness
Eoin Delaney
Zihao Fu
Sandra Wachter
Brent Mittelstadt
Chris Russell
FaML
310
10
0
30 Jun 2024
Resource-constrained Fairness
Sofie Goethals
Eoin Delaney
Brent Mittelstadt
Christopher Russell
FaML
780
1
0
03 Jun 2024
A Note on Bias to Complete
Jia Xu
Mona Diab
349
2
0
18 Feb 2024
Are demographically invariant models and representations in medical imaging fair?
Eike Petersen
Enzo Ferrante
M. Ganz
Aasa Feragen
MedIm
390
12
0
02 May 2023
I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data
AAAI Conference on Artificial Intelligence (AAAI), 2022
Tobias Leemann
Martin Pawelczyk
Christian Thomas Eberle
Gjergji Kasneci
473
2
0
25 Oct 2022
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