13 citations · 16 across the 4 of their papers we have counts for
4 papers
Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
Emma Kallina, Thomas Bohné, Jat Singh
Responsible AI (rAI) guidance increasingly promotes stakeholder involvement (SHI) during AI development. At the same time, SHI is already common in commercial software development,…
Imagining Better AI-Enabled Healthcare Futures: The Case for Care by Design
Kevin Doherty, Emma Kallina, Kayley Moylan +4
We find ourselves on the ever-shifting cusp of an AI revolution -- with potentially metamorphic implications for the future practice of healthcare. For many, such innovations canno…
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines
Matthew Barker, Emma Kallina, Dhananjay Ashok +6
Even though machine learning (ML) pipelines affect an increasing array of stakeholders, there is little work on how input from stakeholders is recorded and incorporated. We propose…
Learning Personalized Decision Support Policies
Umang Bhatt, Valerie Chen, Katherine M. Collins +4
Individual human decision-makers may benefit from different forms of support to improve decision outcomes, but when each form of support will yield better outcomes? In this work, w…