conftrace_

Joshua Blumenstock

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Core Methods (1) Learning Paradigms (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