Stochastic Optimization for Performative Prediction

12 Jun 2020Celestine Mendler-DünnerJuan C. PerdomoTijana ZrnicMoritz Hardt

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... (read more)

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