5 citations · 18 across the 12 of their papers we have counts for
4 papers · 1 filter
What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research
Wesley Hanwen Deng, Agathe Balayn, Andrew Selbst +6
Responsible AI (RAI) has become a central concern for technology companies, regulators, and the public. How industry practitioners interpret, implement, and sustain RAI work direct…
Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain
Agathe Balayn, Lorenzo Corti, Fanny Rancourt +2
Explainability and transparency of AI systems are undeniably important, leading to several research studies and tools addressing them. Existing works fall short of accounting for t…
An Empirical Exploration of Trust Dynamics in LLM Supply Chains
Agathe Balayn, Mireia Yurrita, Fanny Rancourt +2
With the widespread proliferation of AI systems, trust in AI is an important and timely topic to navigate. Researchers so far have largely employed a myopic view of this relationsh…
Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities
Mireia Yurrita, Agathe Balayn, Ujwal Gadiraju
Human-AI decision making is becoming increasingly ubiquitous, and explanations have been proposed to facilitate better Human-AI interactions. Recent research has investigated the p…