Balayn, Agathe
- A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities
2022/10/17 by Andrea Tocchetti, Lorenzo Corti, Tocchetti, Andrea +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
- Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK
2023/04/20 by Luca Nannini, Agathe Balayn, Nannini, Luca +3 · 3 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- An Empirical Exploration of Trust Dynamics in LLM Supply Chains
2024/05/25 by Agathe Balayn, Mireia Yurrita, Balayn, Agathe +7 · 4 citations
Computer Science · Business, Management and Accounting · #Cloud Data Security Solutions #ERP Systems Implementation and Impact
- Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain
2024/05/25 by Agathe Balayn, Balayn, Agathe, Lorenzo Corti +7 · 3 citations
Business, Management and Accounting · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Quality and Supply Management
- Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
2025/06/17 by Alexandra Olteanu, Su Lin Blodgett, Olteanu, Alexandra +19 · 4 voices · 2 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #cs.AI #cs.CY #cs.LG
- Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities
2023/05/01 by Yurrita, Mireia, Balayn, Agathe, Gadiraju, Ujwal · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- From Stem to Stern: Contestability Along AI Value Chains
2024/08/02 by Balayn, Agathe, Pi, Yulu, Widder, David Gray +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)