When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making
Historically, much of machine learning research has focused on the performance of the
algorithm alone, but recently more attention has been focused on optimizing joint human …
algorithm alone, but recently more attention has been focused on optimizing joint human …
Effective generative ai: The human-algorithm centaur
S Saghafian, L Idan - ar**
human experts solve classification tasks. Rather than providing single-label predictions …
human experts solve classification tasks. Rather than providing single-label predictions …
[HTML][HTML] Hesitant and uncertain linguistics based executive decision making using risk and regret aversion: Methods, implementation and analysis
Presence of globally-affecting issues, such as the recent COVID-19 pandemic is a major
factor impacting the operation of services provided by high-stake companies. These factors …
factor impacting the operation of services provided by high-stake companies. These factors …
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections
This paper addresses the challenge of leveraging imperfect language models to guide
human decision-making in the context of a grounded navigation task. We show that an …
human decision-making in the context of a grounded navigation task. We show that an …