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Environment Inference for Invariant Learning
v1v2v3v4v5 (latest)

Environment Inference for Invariant Learning

14 October 2020
Elliot Creager
J. Jacobsen
R. Zemel
    OOD
ArXiv (abs)PDFHTML

Papers citing "Environment Inference for Invariant Learning"

5 / 255 papers shown
Title
A Stochastic Optimization Framework for Fair Risk Minimization
A Stochastic Optimization Framework for Fair Risk Minimization
Andrew Lowy
Sina Baharlouei
Rakesh Pavan
Meisam Razaviyayn
Ahmad Beirami
FaML
69
21
0
24 Feb 2021
Out-of-distribution Prediction with Invariant Risk Minimization: The
  Limitation and An Effective Fix
Out-of-distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix
Ruocheng Guo
Pengchuan Zhang
Hao Liu
Emre Kıcıman
OOD
80
37
0
16 Jan 2021
Fairness without Demographics through Adversarially Reweighted Learning
Fairness without Demographics through Adversarially Reweighted Learning
Preethi Lahoti
Alex Beutel
Jilin Chen
Kang Lee
Flavien Prost
Nithum Thain
Xuezhi Wang
Ed H. Chi
FaML
147
339
0
23 Jun 2020
Unshuffling Data for Improved Generalization
Unshuffling Data for Improved Generalization
Damien Teney
Ehsan Abbasnejad
Anton Van Den Hengel
OOD
77
78
0
27 Feb 2020
Adversarial Discriminative Domain Adaptation
Adversarial Discriminative Domain Adaptation
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GANOOD
306
4,687
0
17 Feb 2017
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