Optimal Classification under Performative Distribution Shift

Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif +1

Performative learning addresses the increasingly pervasive situations in which algorithmic decisions may induce changes in the data distribution as a consequence of their public de…