Alec Sun

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

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 agents will react to the learning algorithms. The majority of recent literature on strategic classificat…