10 citations · 42 across the 19 of their papers we have counts for
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cs.LG2023
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
Tânia Carvalho, Nuno Moniz, Luís Antunes
As the frontier of machine learning applications moves further into human interaction, multiple concerns arise regarding automated decision-making. Two of the most critical issues…
cs.LG2023★ 10 cited
Class-Imbalanced Learning on Graphs: A Survey
Yihong Ma, Yijun Tian, Nuno Moniz +1
The rapid advancement in data-driven research has increased the demand for effective graph data analysis. However, real-world data often exhibits class imbalance, leading to poor p…