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Vladimiro González-Zelaya

Carlos Vladimiro Gonzalez Zelaya

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2020 – today

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2024
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Vladimiro González-Zelaya, Julián Salas, David Megías, Paolo Missier:
Fair and Private Data Preprocessing through Microaggregation. ACM Trans. Knowl. Discov. Data 18(3): 49:1-49:24 (2024)
2023
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Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier:
Preprocessing Matters: Automated Pipeline Selection for Fair Classification. MDAI 2023: 202-213
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Julián Salas, Vladimiro González-Zelaya, Vicenç Torra, David Megías:
Differentially Private Graph Publishing Through Noise-Graph Addition. MDAI 2023: 253-264
2021
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Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier:
Optimising Fairness Through Parametrised Data Sampling. EDBT 2021: 445-450
2020
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Julián Salas, Vladimiro González-Zelaya:
Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation. MDAI 2020: 286-297
[i1]
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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 abs/2007.08911 (2020)

2010 – 2019

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2019
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Carlos Vladimiro Gonzalez Zelaya:
Towards Explaining the Effects of Data Preprocessing on Machine Learning. ICDE 2019: 2086-2090

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