Mendler-D\"unner, Celestine

Stochastic Optimization for Performative Prediction

2020 · arXiv (Cornell University)

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 optimization for performative prediction. What sets …