14 citations · 14 across the 5 of their papers we have counts for
5 papers
Embedded Human-Centered Data Science in a Graduate Programming Course: A Framework and Case Study
Victoria Chui, Kelly McConvey, Daniel Chui +2
As AI and data-driven systems pervade practice, there is an imperative for instructors to embed societal impact and ethics content into computing courses. In response, we present t…
The CIFAR Synthetic Evidence Corpus for Detecting AI-Generated Evidence
Kelly McConvey, Jalehsadat Mahdavimoghaddam, Nima Jamali +8
The growing ability of generative models to produce realistic documents poses a direct challenge to evidentiary workflows in the justice system and the courts, where decisions incr…
DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities
Sajad Ebrahimi, Nima Jamali, Bardia Shirsalimian +8
The growing popularity and capacity of generative models have eroded the distinction between human and machine-generated content, motivating a growing body of work on detection acr…
Fairness Audits of Institutional Risk Models in Deployed ML Pipelines
Kelly McConvey, Dipto Das, Maya Ghai +3
Fairness audits of institutional risk models are critical for understanding how deployed machine learning pipelines allocate resources. Drawing on multi-year collaboration with Cen…
"This is not a data problem": Algorithms and Power in Public Higher Education in Canada
Kelly McConvey, Shion Guha
Algorithmic decision-making is increasingly being adopted across public higher education. The expansion of data-driven practices by post-secondary institutions has occurred in para…