2 papers
cs.LG2025
MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs
Swati Swati, Arjun Roy, Emmanouil Panagiotou +1
Fairness-aware classification requires balancing performance and fairness, often intensified by intersectional biases. Conflicting fairness definitions further complicate the task,…
cs.CY2024
Exploring Fusion Techniques in Multimodal AI-Based Recruitment: Insights from FairCVdb
Swati Swati, Arjun Roy, Eirini Ntoutsi
Despite the large body of work on fairness-aware learning for individual modalities like tabular data, images, and text, less work has been done on multimodal data, which fuses var…