19 citations · 19 across the 1 of their papers we have counts for
2 papers
stat.AP2021
Theoretical Foundations of δ-margin Majority Voting
Margarita Boyarskaya, Panos Ipeirotis
In high-stakes ML applications such as fraud detection, medical diagnostics, and content moderation, practitioners rely on consensus-based approaches to control prediction quality.…
cs.CY2020★ 19 cited
Overcoming Failures of Imagination in AI Infused System Development and Deployment
Margarita Boyarskaya, Alexandra Olteanu, Kate Crawford
NeurIPS 2020 requested that research paper submissions include impact statements on "potential nefarious uses and the consequences of failure." However, as researchers, practitione…