1 citations · 1 across the 4 of their papers we have counts for
3 papers · 1 filter
Geometrical fairness in graph neural networks
Arturo Pérez-Peralta, Sandra Benítez-Peña, Blas Kolic +1
Graph-based learning methods have become increasingly prominent due to their strong performance across diverse applications. Among these, recent frameworks grounded in diffusion pr…
Trade-offs Between Individual and Group Fairness in Machine Learning: A Comprehensive Review
Sandra Benítez-Peña, Blas Kolic, Victoria Menendez +1
Algorithmic fairness has become a central concern in computational decision-making systems, where ensuring equitable outcomes is essential for both ethical and legal reasons. Two d…
Celebrity messages reduce online hate and limit its spread
Eaman Jahani, Blas Kolic, Manuel Tonneau +5
Online hate spreads rapidly, yet little is known about whether preventive and scalable strategies can curb it. We conducted the largest randomized controlled trial of hate speech p…