Stochastic Optimization for Performative Prediction

      Celestine Mendler-Dünner, Juan C. Perdomo , Tijana Zrnic , Moritz Hardt
                University of California, Berkeley
          {mendler,jcperdomo,tijana.zrnic,hardt}@berkeley.edu

                         Abstract
       In performative prediction, the choice of a model influences the distribution of
       future data, typically through actions taken based on the model’s predictions. We
       initiate the study of stochastic  ...