An iterative threshold calibration method, Performative Risk Control, gives finite-sample guarantees that risk stays controlled under performative (self-influencing) distribution shifts.
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Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity
An iterative threshold calibration method, Performative Risk Control, gives finite-sample guarantees that risk stays controlled under performative (self-influencing) distribution shifts.