Search Results for author: Mayra Russo

Found 4 papers, 0 papers with code

Articulation Work and Tinkering for Fairness in Machine Learning

no code implementations23 Jul 2024 Miriam Fahimi, Mayra Russo, Kristen M. Scott, Maria-Esther Vidal, Bettina Berendt, Katharina Kinder-Kurlanda

We find that CS researchers engage with SOI research to some extent, but organizational conditions, articulation work, and ambiguities of the social world constrain the doability of SOI research for them.

Fairness STS

Leveraging Ontologies to Document Bias in Data

no code implementations29 Jun 2024 Mayra Russo, Maria-Esther Vidal

To fill this gap, we present the Doc-BiasO ontology, a resource that aims to create an integrated vocabulary of biases defined in the \textit{fair-ML} literature and their measures, as well as to incorporate relevant terminology and the relationships between them.

Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms

no code implementations15 Jul 2023 Organizers Of QueerInAI, Nathan Dennler, Anaelia Ovalle, Ashwin Singh, Luca Soldaini, Arjun Subramonian, Huy Tu, William Agnew, Avijit Ghosh, Kyra Yee, Irene Font Peradejordi, Zeerak Talat, Mayra Russo, Jess de Jesus de Pinho Pinhal

However, these auditing processes have been criticized for their failure to integrate the knowledge of marginalized communities and consider the power dynamics between auditors and the communities.

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