Vladimiro González-Zelaya

According to our database, Vladimiro González-Zelaya authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Fair and Private Data Preprocessing through Microaggregation.

Vladimiro González-Zelaya, Julián Salas, David Megías, Paolo Missier

ACM Trans. Knowl. Discov. Data, April, 2024

2023

Differentially Private Graph Publishing Through Noise-Graph Addition.

Julián Salas, Vladimiro González-Zelaya, Vicenç Torra, David Megías

Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

Preprocessing Matters: Automated Pipeline Selection for Fair Classification.

Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier

Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

2021

Optimising Fairness Through Parametrised Data Sampling.

Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020

Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context.

Ehsan Toreini, Mhairi Aitken, Kovila P. L. Coopamootoo, Karen Elliott, Vladimiro González-Zelaya, Paolo Missier, Magdalene Ng, Aad van Moorsel

CoRR, 2020

Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation.

Julián Salas, Vladimiro González-Zelaya

Proceedings of the Modeling Decisions for Artificial Intelligence, 2020

2019

Towards Explaining the Effects of Data Preprocessing on Machine Learning.

Carlos Vladimiro Gonzalez Zelaya

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019