The paper generalizes performative prediction to include both endogenous model effects and exogenous drifts, defines online versions of stability and optimality, and analyzes retraining heuristics for adaptation.
Parameter- free algorithms for performative regret minimization under decision-dependent distributions.arXiv preprint arXiv:2402.15188, 2024
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Partially Performative Prediction
The paper generalizes performative prediction to include both endogenous model effects and exogenous drifts, defines online versions of stability and optimality, and analyzes retraining heuristics for adaptation.