2 papers
cs.HC2024
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali +1
As deep neural networks are more commonly deployed in high-stakes domains, their black-box nature makes uncertainty quantification challenging. We investigate the presentation of c…
cs.HC2023
Designing Shared Information Displays for Agents of Varying Strategic Sophistication
Dongping Zhang, Jason Hartline, Jessica Hullman
Data-driven predictions are often perceived as inaccurate in hindsight due to behavioral responses. In this study, we explore the role of interface design choices in shaping indivi…