Irene Unceta
Irene Unceta
Data Scientist / Researcher
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Title
Cited by
Cited by
Year
Towards global explanations for credit risk scoring
I Unceta, J Nin, O Pujol
arXiv preprint arXiv:1811.07698, 2018
92018
Copying machine learning classifiers
I Unceta, J Nin, O Pujol
IEEE Access 8, 160268-160284, 2020
42020
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
32019
From Batch to Online Learning Using Copies.
I Unceta, J Nin, O Pujol
CCIA, 125-134, 2019
32019
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
22020
Transactional compatible representations for high value client identification: A financial case study
I Unceta, J Nin, O Pujol
Complex Networks XI, 334-345, 2020
22020
Environmental Adaptation and Differential Replication in Machine Learning
I Unceta, J Nin, O Pujol
Entropy 22 (10), 1122, 2020
12020
Differential replication in machine learning
I Unceta, J Nin, O Pujol
arXiv preprint arXiv:2007.07981, 2020
12020
Risk mitigation in algorithmic accountability: The role of machine learning copies
I Unceta, J Nin, O Pujol
Plos one 15 (11), e0241286, 2020
2020
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Articles 1–9