Adrián Arnaiz-Rodríguez

According to our database, Adrián Arnaiz-Rodríguez authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Oversmoothing, "Oversquashing", Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning.

Adrián Arnaiz-Rodríguez, Federico Errica

CoRR, May, 2025

Structural Group Unfairness: Measurement and Mitigation by Means of the Effective Resistance.

Adrián Arnaiz-Rodríguez, Georgina Curto Rex, Nuria Oliver

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

2024

The Disparate Benefits of Deep Ensembles.

Kajetan Schweighofer, Adrián Arnaiz-Rodríguez, Sepp Hochreiter, Nuria Oliver

CoRR, 2024

2023

Algorithms for Social Justice: Affirmative Action in Social Networks.

Georgina Curto, Adrián Arnaiz-Rodríguez, Nuria Oliver

CoRR, 2023

FairShap: A Data Re-weighting Approach for Algorithmic Fairness based on Shapley Values.

Adrián Arnaiz-Rodríguez, Francisco Escolano, Nuria Oliver

CoRR, 2023

2022

DiffWire: Inductive Graph Rewiring via the Lovász Bound.

Adrián Arnaiz-Rodríguez, Ahmed Begga, Francisco Escolano, Nuria Oliver

Proceedings of the Learning on Graphs Conference, 2022