Amy K. Heger

schoolMicrosoftbar_chart#5473 Global Rank

Total Papers

HCI Rank

#5473

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Years Active

Recent Publications

Towards a Responsible AI Organizational Maturity Model

Artificial intelligence (AI) holds tremendous potential but also poses consequential risks. Regulation frameworks like the EU AI Act aim to mitigate these risks, yet organizations struggle to understand and operationalize Responsible AI (RAI). We introduce the RAI Organizational Maturity (RAI-OM) framework as an initi…

CSCW '221st AuthorData, Bias and Fairness

Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata

Data is central to the development and evaluation of machine learning (ML) models. However, the use of problematic or inappropriate datasets can result in harms when the resulting models are deployed. To encourage responsible AI practice through more deliberate reflection on datasets and transparency around the proces…

CSCW '221st AuthorData, Bias and Fairness

Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata

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