Joshua Blumenstock

3 papers · 2013–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

ICML (1) IJCAI (1) NSDI (1)

Top co-authors

Esther Rolf (2) Moritz Hardt (1) Brian Gawalt (1) Eric Brewer (1) Daniel Bjorkegren (1) Kashif Ali (1) Lydia T. Liu (1) Max Simchowitz (1) Emily Aiken (1) Sarah Dean (1)

Keywords

transfer learning (1) multi-objective optimization (1) satellite imagery (1) pareto frontier (1) poverty prediction (1) fairness analysis (1) prediction bia (1) welfare-aware machine learning (1) score-based classifier (1) urban-rural disparity (1)

Papers

Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy IJCAI 2023

Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning ICML 2020

Expanding Rural Cellular Networks with Virtual Coverage NSDI 2013