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06/15/2023
Privacy Guarantees for Personal Mobility Data in Humanitarian Response
Personal mobility data from mobile phones and other sensors are increasi...
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05/02/2023
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy
Poverty maps derived from satellite imagery are increasingly used to inf...
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11/16/2022
Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?
Machine learning-based estimates of poverty and wealth are increasingly ...
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06/22/2022
Program Targeting with Machine Learning and Mobile Phone Data: Evidence from an Anti-Poverty Intervention in Afghanistan
Can mobile phone data improve program targeting? By combining rich surve...
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03/15/2020
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning
While real-world decisions involve many competing objectives, algorithmi...
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11/13/2017
Determinants of Mobile Money Adoption in Pakistan
In this work, we analyze the problem of adoption of mobile money in Paki...
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06/20/2016
