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Fairness and representation in satellite-based poverty maps: Evidence of
  urban-rural disparities and their impacts on downstream policy

Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy

2 May 2023
Emily L. Aiken
Esther Rolf
J. Blumenstock
ArXivPDFHTML

Papers citing "Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy"

3 / 3 papers shown
Title
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
Burak Ekim
G. Tadesse
Caleb Robinson
G. Q. Hacheme
Michael Schmitt
Rahul Dodhia
J. L. Ferres
OODD
85
1
0
18 Dec 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine
  Learning
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning
Esther Rolf
Konstantin Klemmer
Caleb Robinson
Hannah Kerner
24
35
0
02 Feb 2024
A Generalizable and Accessible Approach to Machine Learning with Global
  Satellite Imagery
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery
Esther Rolf
J. Proctor
T. Carleton
I. Bolliger
Vaishaal Shankar
Miyabi Ishihara
Benjamin Recht
S. Hsiang
80
120
0
16 Oct 2020
1