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Balancing Fairness and Robustness via Partial Invariance

Balancing Fairness and Robustness via Partial Invariance

Moulik Choraria
Ibtihal Ferwana
Ankur Mani
L. Varshney
    OOD
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Papers citing "Balancing Fairness and Robustness via Partial Invariance"

4 / 4 papers shown
Title
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
Bruno Gavranovic
Paul Lessard
Andrew Dudzik
Tamara von Glehn
J. G. Araújo
Petar Velickovic
32
8
0
23 Feb 2024
Does Invariant Risk Minimization Capture Invariance?
Does Invariant Risk Minimization Capture Invariance?
Pritish Kamath
Akilesh Tangella
Danica J. Sutherland
Nathan Srebro
OOD
196
125
0
04 Jan 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx)
Out-of-Distribution Generalization via Risk Extrapolation (REx)
David M. Krueger
Ethan Caballero
J. Jacobsen
Amy Zhang
Jonathan Binas
Dinghuai Zhang
Rémi Le Priol
Aaron Courville
OOD
215
901
0
02 Mar 2020
Building machines that adapt and compute like brains
Building machines that adapt and compute like brains
Brenden Lake
J. Tenenbaum
AI4CE
FedML
NAI
AILaw
254
890
0
11 Nov 2017