Stochastic Optimization for Performative Prediction

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 this setting apart from traditional stochastic...

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Hauptverfasser:	Mendler-Dünner, Celestine, Perdomo, Juan C, Zrnic, Tijana, Hardt, Moritz
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Science and Game Theory Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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