9 citations · 12 across the 5 of their papers we have counts for
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cs.LG2023
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification
Arpit Merchant, Carlos Castillo
Graph neural networks (GNNs) are increasingly used in critical human applications for predicting node labels in attributed graphs. Their ability to aggregate features from nodes' n…
cs.IR2023
Fairness and Diversity in Information Access Systems
Lorenzo Porcaro, Carlos Castillo, Emilia Gómez +1
Among the seven key requirements to achieve trustworthy AI proposed by the High-Level Expert Group on Artificial Intelligence (AI-HLEG) established by the European Commission (EC),…