most citedSibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making

4 citations · 4 across the 2 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2024

Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool

Lingwei Cheng, Cameron Drayton, Alexandra Chouldechova +1

The demand for housing assistance across the United States far exceeds the supply, leaving housing providers the task of prioritizing clients for receipt of this limited resource.…

cs.HC2021★ 4 cited

Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan +1

Machine learning (ML) is being applied to a diverse and ever-growing set of domains. In many cases, domain experts - who often have no expertise in ML or data science - are asked t…