8 citations · 8 across the 3 of their papers we have counts for
3 papers
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,…
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…
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines
Swati Swati, Adrian Mladenić Grobelnik, Dunja Mladenić +1
Predicting the political polarity of news headlines is a challenging task that becomes even more challenging in a multilingual setting with low-resource languages. To deal with thi…