Towards global explanations for credit risk scoring I Unceta, J Nin, O Pujol arXiv preprint arXiv:1811.07698, 2018 | 9 | 2018 |
Copying machine learning classifiers I Unceta, J Nin, O Pujol IEEE Access 8, 160268-160284, 2020 | 4 | 2020 |
Using copies to remove sensitive data: A case study on fair superhero alignment prediction I Unceta, J Nin, O Pujol Iberian Conference on Pattern Recognition and Image Analysis, 182-193, 2019 | 3 | 2019 |
From Batch to Online Learning Using Copies. I Unceta, J Nin, O Pujol CCIA, 125-134, 2019 | 3 | 2019 |
Sampling unknown decision functions to build classifier copies I Unceta, D Palacios, J Nin, O Pujol International Conference on Modeling Decisions for Artificial Intelligence …, 2020 | 2 | 2020 |
Transactional compatible representations for high value client identification: A financial case study I Unceta, J Nin, O Pujol Complex Networks XI, 334-345, 2020 | 2 | 2020 |
Environmental Adaptation and Differential Replication in Machine Learning I Unceta, J Nin, O Pujol Entropy 22 (10), 1122, 2020 | 1 | 2020 |
Differential replication in machine learning I Unceta, J Nin, O Pujol arXiv preprint arXiv:2007.07981, 2020 | 1 | 2020 |
Risk mitigation in algorithmic accountability: The role of machine learning copies I Unceta, J Nin, O Pujol Plos one 15 (11), e0241286, 2020 | | 2020 |