2 papers
cs.CY2018
Active Fairness in Algorithmic Decision Making
Alejandro Noriega-Campero, Michiel A. Bakker, Bernardo Garcia-Bulle +1
Society increasingly relies on machine learning models for automated decision making. Yet, efficiency gains from automation have come paired with concern for algorithmic discrimina…
cs.CY2018
Mapping the Privacy-Utility Tradeoff in Mobile Phone Data for Development
Alejandro Noriega-Campero, Alex Rutherford, Oren Lederman +2
Today's age of data holds high potential to enhance the way we pursue and monitor progress in the fields of development and humanitarian action. We study the relation between data…