106 citations · 588 across the 25 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.SI2023★ 1 cited
Structural Group Unfairness: Measurement and Mitigation by means of the Effective Resistance
Adrian Arnaiz-Rodriguez, Georgina Curto, Nuria Oliver
Social networks contribute to the distribution of social capital, defined as the relationships, norms of trust and reciprocity within a community or society that facilitate coopera…
cs.LG2023★ 2 cited
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…