Dylan Zapzalka

Disentangling misreporting from genuine adaptation in strategic settings: a causal approach

In settings where ML models are used to inform the allocation of resources, agents affected by the allocation decisions might have an incentive to strategically change their features to secure better outcomes. While prior work has studied strategic responses broadly, disentangling misreporting from…