71 citations · 82 across the 6 of their papers we have counts for
6 papers · 1 filter
Indecision Modeling
Duncan C McElfresh, Lok Chan, Kenzie Doyle +4
AI systems are often used to make or contribute to important decisions in a growing range of applications, including criminal justice, hiring, and medicine. Since these decisions i…
Improving Policy-Constrained Kidney Exchange via Pre-Screening
Duncan C McElfresh, Michael Curry, Tuomas Sandholm +1
In barter exchanges, participants swap goods with one another without exchanging money; exchanges are often facilitated by a central clearinghouse, with the goal of maximizing the…
Kidney Exchange with Inhomogeneous Edge Existence Uncertainty
Hoda Bidkhori, John P Dickerson, Duncan C McElfresh +1
Motivated by kidney exchange, we study a stochastic cycle and chain packing problem, where we aim to identify structures in a directed graph to maximize the expectation of matched…
Artificial Artificial Intelligence: Measuring Influence of AI 'Assessments' on Moral Decision-Making
Lok Chan, Kenzie Doyle, Duncan McElfresh +4
Given AI's growing role in modeling and improving decision-making, how and when to present users with feedback is an urgent topic to address. We empirically examined the effect of…
Can an Algorithm be My Healthcare Proxy?
Duncan C McElfresh, Samuel Dooley, Yuan Cui +5
Planning for death is not a process in which everyone participates. Yet a lack of planning can have vast impacts on a patient's well-being, the well-being of her family, and the me…
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics
Debjani Saha, Candice Schumann, Duncan C. McElfresh +3
Bias in machine learning has manifested injustice in several areas, such as medicine, hiring, and criminal justice. In response, computer scientists have developed myriad definitio…