106 citations · 588 across the 25 of their papers we have counts for
3 papers · 1 filter
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values
Adrian Arnaiz-Rodriguez, Nuria Oliver
Algorithmic fairness is of utmost societal importance, yet state-of-the-art large-scale machine learning models require training with massive datasets that are frequently biased. I…
DiffWire: Inductive Graph Rewiring via the Lovász Bound
Adrian Arnaiz-Rodriguez, Ahmed Begga, Francisco Escolano +1
Graph Neural Networks (GNNs) have been shown to achieve competitive results to tackle graph-related tasks, such as node and graph classification, link prediction and node and graph…
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction
Hao Xue, Flora D. Salim, Yongli Ren +1
Human mobility prediction is a core functionality in many location-based services and applications. However, due to the sparsity of mobility data, it is not an easy task to predict…