Joshua Evan Blumenstock
Orcid: 0000-0002-1813-7414Affiliations:
- University of California, Berkeley, CA, USA
According to our database1,
Joshua Evan Blumenstock
authored at least 42 papers
between 2008 and 2023.
Collaborative distances:
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Bibliography
2023
Big Data Privacy in Emerging Market Fintech and Financial Services: A Research Agenda.
CoRR, 2023
Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2023
2022
Nat., 2022
CoRR, 2022
Program Targeting with Machine Learning and Mobile Phone Data: Evidence from an Anti-Poverty Intervention in Afghanistan.
CoRR, 2022
Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022
Phone Sharing and Cash Transfers in Togo: Quantitative Evidence from Mobile Phone Data.
Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022
2021
2020
Connecting Isolated Communities: Quantitative Evidence on the Adoption of Community Cellular Networks in the Philippines.
Proceedings of the 2020 International Conference on Information and Communication Technologies and Development, 2020
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020
2019
The Illusion of Change: Correcting for Biases in Change Inference for Sparse, Societal-Scale Data.
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Proceedings of the Complex Networks and Their Applications VIII, 2019
Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
Proceedings of the Ninth International Conference on Information and Communication Technologies and Development, 2017
Proceedings of the Ninth International Conference on Information and Communication Technologies and Development, 2017
Understanding the Impact of Urban Infrastructure: New Insights from Population-Scale Data.
Proceedings of the Ninth International Conference on Information and Communication Technologies and Development, 2017
2016
Machine Learning Across Cultures: Modeling the Adoption of Financial Services for the Poor.
CoRR, 2016
Predictors without Borders: Behavioral Modeling of Product Adoption in Three Developing Countries.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the Eighth International Conference on Information and Communication Technologies and Development, 2016
2015
Promises and pitfalls of mobile money in Afghanistan: evidence from a randomized control trial.
Proceedings of the Seventh International Conference on Information and Communication Technologies and Development, 2015
The Price is Right?: Statistical evaluation of a crowd-sourced market information system in Liberia.
Proceedings of the 2015 Annual Symposium on Computing for Development, 2015
Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
Proceedings of the DIDC'14, 2014
Probabilistic Inference of Unknown Locations: Exploiting Collective Behavior when Individual Data is Scarce.
Proceedings of the Fifth ACM Symposium on Computing for Development, 2014
2013
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013
Proceedings of the International conference on information and communication technologies and development, 2013
Social and spatial ethnic segregation: a framework for analyzing segregation with large-scale spatial network data.
Proceedings of the Annual Symposium on Computing for Development, 2013
2012
Inferring patterns of internal migration from mobile phone call records: evidence from Rwanda.
Inf. Technol. Dev., 2012
Proceedings of the Fifth International Conference on Information and Communication Technologies and Development, 2012
2011
Proceedings of the iConference 2011, 2011
2010
Proceedings of the 4th ACM/IEEE International Conference on Information and Communication Technologies and Development, 2010
Proceedings of the Artificial Intelligence for Development, 2010
2008
Proceedings of the 17th International Conference on World Wide Web, 2008