Mathieu Chollet

schoolGlasgow Universitybar_chart#3437 Global Rank

Total Papers

HCI Rank

#3437

Research Areas

Years Active

Recent Publications

"I think this is fair": Uncovering the Complexities of Stakeholder Decision-Making in AI Fairness Assessment

Assessing fairness in artificial intelligence (AI) typically involves AI experts who select protected features, fairness metrics, and set fairness thresholds to assess outcome fairness. However, little is known about how stakeholders, particularly those affected by AI outcomes but lacking AI expertise, assess fairness…

CSCW '253rd AuthorCollaborating in Virtual Environments

How to categorize collaboration during a collaborative puzzle-solving task? Validation of collaboration profiles using multimodal data in virtual reality context

In high-stakes collaborative situations, a decline in collaboration quality can lead to adverse events with significant consequences. Analyses performed by Human factor (HF) specialists, while effective in identifying and addressing collaboration issues, are case-specific and most of the time performed a posteriori. T…

CSCW '253rd AuthorFacilitating Equity and Fairness in Tech

EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders

Numerous fairness metrics have been proposed and employed by artificial intelligence (AI) experts to quantitatively measure bias and define fairness in AI models. Recognizing the need to accommodate stakeholders' diverse fairness understandings, efforts are underway to solicit their input. However, conveying AI fairne…

CHI '255th+ AuthorSocial & Collaborative VR +1

Understanding Social Interactions in Reality Versus Virtuality

Immersive realities enable social interactions that are radically different from traditional communication technologies, but how we experience immersion together is not yet indistinguishable from face-to-face interactions. Some social signals are not stable across realities, may change in semantics, or are missing al…

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