Adrián Arnaiz-Rodríguez
PhD Student
Adrián Arnaiz Rodríguez is an ELLIS PhD student. He holds a Bachelor’s degree in Computer Engineering (2019, Universidad de Burgos) and a Master’s degree in Data Science and Artificial Intelligence (2021, Universitat Oberta de Catalunya). His PhD topics are AI Fairness, Causality and Graph Theory to enhance ethics, accountability, and transparency in algorithmic decision-making. His supervisors are Nuria Oliver (ELLIS Alicante), Francisco Escolano (Universidad de Alicante) and Manuel Gómez Rodríguez (Max Planck Institute for Software Systems).
Website: https://adrian-arnaiz.netlify.app
Link to ORCID profile: https://orcid.org/0000-0001-5567-801X
Publications in association with ELLIS Alicante
2024
Arnaiz-Rodríguez, A.,
Curto, G.,
&
Oliver, N.
(2024).
Structural Group Unfairness: Measurement and Mitigation by means of the Effective Resistance.
WWW 2024 Workshop on Trustworthy Learnin on Graphs (TrustLOG)
.
Arnaiz-Rodríguez, A.,
&
Oliver, N.
(2024).
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values.
ICLR 2024 workshop on Data-centric Machine Learning Research (DMLR)
.
2022
Arnaiz-Rodríguez, A.,
Begga, A.,
Escolano, F.,
&
Oliver, N.
(2022).
DiffWire: Inductive Graph Rewiring via the Lovász Bound.
Proceedings of the First Learning on Graphs Conference, PMLR
, 198, 15:1-15:27.
Olivares Gil, A.,
Arnaiz Rodríguez, A.,
Ramírez Sanz, J. M.,
Garrido Labrador, J. L.,
Ahedo García, V.,
García Osorio, C.,
Santos Martín, J. I.,
&
Galán Ordax, J. M.
(2022).
Mapping the scientific structure of organization and management of enterprises using complex networks.
International Journal of Production Management and Engineering
, 10(1), 65-76.