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

Dravyansh Sharma, Alec Sun

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…