Joshua Blumenstock

20 papers A* 3B 1C 8Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Enabling Humanitarian Applications with Targeted Differential Privacy.
CoRR
Nitin Kohli, Joshua Blumenstock
2023 A* conf
Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy.
IJCAI
Emily L. Aiken, Esther Rolf, Joshua Blumenstock
2023 J jnl
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy.
CoRR
Emily L. Aiken, Esther Rolf, Joshua Blumenstock
2023 C conf
Moving targets: When does a poverty prediction model need to be updated?
COMPASS
Emily L. Aiken, Tim Ohlenburg, Joshua Blumenstock
2023 J jnl
Privacy Guarantees for Personal Mobility Data in Humanitarian Response.
CoRR
Nitin Kohli, Emily L. Aiken, Joshua Blumenstock
2022 J jnl
Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?
CoRR
Satej Soman, Emily L. Aiken, Esther Rolf, Joshua Blumenstock
2022 C conf
Note: Home Location Detection from Mobile Phone Data: Evidence from Togo.
COMPASS
Rachel B. Warren, Emily L. Aiken, Joshua Blumenstock
2022 C conf
Phone Sharing and Cash Transfers in Togo: Quantitative Evidence from Mobile Phone Data.
COMPASS
Emily L. Aiken, Viraj Thakur, Joshua Blumenstock
2022 J jnl
Program Targeting with Machine Learning and Mobile Phone Data: Evidence from an Anti-Poverty Intervention in Afghanistan.
CoRR
Emily L. Aiken, Guadalupe Bedoya, Joshua Blumenstock, Aidan Coville
2020 A* conf
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning.
ICML
Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Björkegren, Moritz Hardt, Joshua Blumenstock
2020 J jnl
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning.
CoRR
Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Björkegren, Moritz Hardt, Joshua Blumenstock
2020 C conf
Connecting Isolated Communities: Quantitative Evidence on the Adoption of Community Cellular Networks in the Philippines.
ICTD
Niall Keleher, Mary Claire Barela, Joshua Blumenstock, Cedric Festin, Matthew Podolsky, Erin Troland, Arman Rezaee, Kurtis Heimerl
2019 B conf
Mining University Registrar Records to Predict First-Year Undergraduate Attrition.
EDM
Lovenoor S. Aulck, Dev Nambi, Nishant Velagapudi, Joshua Blumenstock, Jevin West
2019 A* conf
The Illusion of Change: Correcting for Biases in Change Inference for Sparse, Societal-Scale Data.
WWW
Gabriel Cadamuro, Ramya Korlakai Vinayak, Joshua Blumenstock, Sham M. Kakade, Jacob N. Shapiro
2017 C conf
An Investigation of Phone Upgrades in Remote Community Cellular Networks.
ICTD
Kushal Shah, Philip A. Martinez, Emre Tepedelenlioglu, Shaddi Hasan, Cedric Festin, Joshua Blumenstock, Josephine Dionisio, Kurtis Heimerl
2017 C conf
Understanding the Impact of Urban Infrastructure: New Insights from Population-Scale Data.
ICTD
Joshua Blumenstock, Danaja Maldeniya, Sriganesh Lokanathan
2016 C conf
Observing gender dynamics and disparities with mobile phone metadata.
ICTD
Philip J. Reed, Muhammad Raza Khan, Joshua Blumenstock
2016 J jnl
Predicting Student Dropout in Higher Education.
CoRR
Lovenoor S. Aulck, Nishant Velagapudi, Joshua Blumenstock, Jevin West
2015 — conf
Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty.
BigData Congress
Muhammad Raza Khan, Joshua Manoj, Anikate Singh, Joshua Blumenstock
2010 C conf
Mobile divides: gender, socioeconomic status, and mobile phone use in Rwanda.
ICTD
Joshua Blumenstock, Nathan Eagle