Conformal Prediction in Multi-User Settings: An Evaluation

1 code implementation • 8 Dec 2023 • Enrique Garcia-Ceja, Luciano Garcia-Banuelos, Nicolas Jourdan

Although those strategies are better suited for multi-user systems, they are typically assessed with respect to performance metrics that capture the overall behavior of the models and do not provide any performance guarantees for individual predictions nor they provide any feedback about the predictions' uncertainty.

Conformal Prediction