Blumenstock, Joshua

3 publications

IJCAI 2023 Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy Emily L. Aiken, Esther Rolf, Joshua Blumenstock

NeurIPSW 2023 Moving Targets: When Does a Poverty Prediction Model Need to Be Updated? Emily Aiken, Tim Ohlenburg, Joshua Blumenstock

ICML 2020 Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Bjorkegren, Moritz Hardt, Joshua Blumenstock