Negin Rahimiyazdi

On the Impact of Performative Risk Minimization for Binary Random Variables

Performativity, the phenomenon where outcomes are influenced by predictions, is particularly prevalent in social contexts where individuals strategically respond to a deployed model. In order to preserve the high accuracy of machine learning models under distribution shifts caused by performativity,…