| 2023 | IJCAI | 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 |
| 2020 | ICML | Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning. | Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Bjrkegren, Moritz Hardt, Joshua Blumenstock |
| 2020 | ICTD | Connecting Isolated Communities: Quantitative Evidence on the Adoption of Community Cellular Networks in the Philippines. | Niall Keleher, Mary Claire Barela, Joshua Blumenstock, Cedric Festin, Matthew Podolsky, Erin Troland, Arman Rezaee, Kurtis Heimerl |
| 2019 | EDM | Mining University Registrar Records to Predict First-Year Undergraduate Attrition. | Lovenoor S. Aulck, Dev Nambi, Nishant Velagapudi, Joshua Blumenstock, Jevin West |
| 2019 | WWW | The Illusion of Change: Correcting for Biases in Change Inference for Sparse, Societal-Scale Data. | Gabriel Cadamuro, Ramya Korlakai Vinayak, Joshua Blumenstock, Sham M. Kakade, Jacob N. Shapiro |
| 2017 | ICTD | Understanding the Impact of Urban Infrastructure: New Insights from Population-Scale Data. | Joshua Blumenstock, Danaja Maldeniya, Sriganesh Lokanathan |
| 2017 | ICTD | An Investigation of Phone Upgrades in Remote Community Cellular Networks. | Kushal Shah, Philip A. Martinez, Emre Tepedelenlioglu, Shaddi Hasan, Cedric Festin, Joshua Blumenstock, Josephine Dionisio, Kurtis Heimerl |
| 2016 | ICTD | Observing gender dynamics and disparities with mobile phone metadata. | Philip J. Reed, Muhammad Raza Khan, Joshua Blumenstock |
| 2015 | BigData | Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty. | Muhammad Raza Khan, Joshua Manoj, Anikate Singh, Joshua Blumenstock |
| 2010 | ICTD | Mobile divides: gender, socioeconomic status, and mobile phone use in Rwanda. | Joshua Blumenstock, Nathan Eagle |