6 citations · 15 across the 12 of their papers we have counts for
3 papers · 1 filter
Practical Guide for Causal Pathways and Sub-group Disparity Analysis
Farnaz Kohankhaki, Shaina Raza, Oluwanifemi Bamgbose +2
In this study, we introduce the application of causal disparity analysis to unveil intricate relationships and causal pathways between sensitive attributes and the targeted outcome…
FAIIR: Building Toward A Conversational AI Agent Assistant for Youth Mental Health Service Provision
Stephen Obadinma, Alia Lachana, Maia Norman +7
The world's healthcare systems and mental health agencies face both a growing demand for youth mental health services, alongside a simultaneous challenge of limited resources. Here…
FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training?
Shaina Raza, Shardul Ghuge, Chen Ding +2
The rapid evolution of Large Language Models (LLMs) highlights the necessity for ethical considerations and data integrity in AI development, particularly emphasizing the role of F…