The relationship between trust in AI and trustworthy machine learning technologies E Toreini, M Aitken, K Coopamootoo, K Elliott, V González-Zelaya, ... Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 305 | 2020 |
Towards Explaining the Effects of Data Preprocessing on Machine Learning V González-Zelaya 2019 IEEE 35th International Conference on Data Engineering (ICDE), 2086-2090, 2019 | 130 | 2019 |
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context E Toreini, M Aitken, KPL Coopamootoo, K Elliott, V González-Zelaya, ... arXiv preprint arXiv:2007.08911, 2020 | 20 | 2020 |
Parametrised data sampling for fairness optimisation V González-Zelaya, P Missier, D Prangle KDD XAI, 2019 | 16 | 2019 |
Optimising Fairness Through Parametrised Data Sampling V González-Zelaya, J Salas, D Prangle, P Missier Proceedings of the 24th International Conference on Extending Database …, 2021 | 7 | 2021 |
Differentially private graph publishing through noise-graph addition J Salas, V González-Zelaya, V Torra, D Megías International Conference on Modeling Decisions for Artificial Intelligence …, 2023 | 4 | 2023 |
Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation J Salas, V González-Zelaya Modeling Decisions for Artificial Intelligence: 17th International …, 0 | 4* | |
Preprocessing matters: Automated pipeline selection for fair classification V González-Zelaya, J Salas, D Prangle, P Missier International Conference on Modeling Decisions for Artificial Intelligence …, 2023 | 1 | 2023 |
Fair and Private Data Preprocessing through Microaggregation V González-Zelaya, J Salas, D Megías, P Missier ACM Transactions on Knowledge Discovery from Data 18 (3), 1-24, 2023 | | 2023 |
¿ Por qué dos tigres no deben pelear a muerte? Una introducción al juego del go. V González-Zelaya Hospitalidad ESDAI, 2018 | | 2018 |
Technologies for Trustworthy Machine Learning E Toreini, M Aitken, KPL Coopamootoo, K Elliott, V Zelaya | | |