Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning

TL;DR

Machine learning is now ubiquitous in societal decision-making, for example in evaluating job candidates or loan applications, and it is increasingly important to take into account how classified agen…

Opening excerpt from the authors’ abstract. source