no code implementations • 19 Sep 2023 • Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
These results indicate that implementing high quality, instance-level UQ for AI may improve decision-making with real systems compared to AI predictions alone.
no code implementations • 19 Jun 2020 • Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Explainable AI provides insight into the "why" for model predictions, offering potential for users to better understand and trust a model, and to recognize and correct AI predictions that are incorrect.