Vladimiro González-Zelaya

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Data Preprocessing

Preprocessing Steps

Classification Rate

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Vladimiro González-Zelaya, Julián Salas, David Megías, Paolo Missier
Fair and Private Data Preprocessing through Microaggregation. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier
Preprocessing Matters: Automated Pipeline Selection for Fair Classification. MDAI (2023)
Julián Salas, Vladimiro González-Zelaya, Vicenç Torra, David Megías
Differentially Private Graph Publishing Through Noise-Graph Addition. MDAI (2023)
Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier
Optimising Fairness Through Parametrised Data Sampling. EDBT (2021)
Julián Salas, Vladimiro González-Zelaya
Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation. MDAI (2020)
Ehsan Toreini, Mhairi Aitken, Kovila P. L. Coopamootoo, Karen Elliott, Vladimiro González-Zelaya, Paolo Missier, Magdalene Ng, Aad van Moorsel
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context. CoRR (2020)