Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling

no code implementations • 16 Jan 2024 • Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman

As deep neural networks are more commonly deployed in high-stakes domains, their black-box nature makes uncertainty quantification challenging.

Conformal Prediction Decision Making +2