When is Multicalibration Post-Processing Necessary?

Calibration is a well-studied property of predictors which guarantees meaningful uncertainty estimates. Multicalibration is a related notion -- originating in algorithmic fairness -- which requires predictors to be simultaneously calibrated over a potentially complex and overlapping collection of pr...

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Hauptverfasser:	Hansen, Dutch, Devic, Siddartha, Nakkiran, Preetum, Sharan, Vatsal
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
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