Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?

no code implementations • 16 Nov 2022 • Satej Soman, Emily Aiken, Esther Rolf, Joshua Blumenstock

Machine learning-based estimates of poverty and wealth are increasingly being used to guide the targeting of humanitarian aid and the allocation of social assistance.

Active Learning Humanitarian