Follow
Irene Unceta
Irene Unceta
Data Scientist / Researcher
Verified email at esade.edu
Title
Cited by
Cited by
Year
Copying machine learning classifiers
I Unceta, J Nin, O Pujol
IEEE Access 8, 160268-160284, 2020
202020
Towards global explanations for credit risk scoring
I Unceta, J Nin, O Pujol
arXiv preprint arXiv:1811.07698, 2018
162018
Environmental adaptation and differential replication in machine learning
I Unceta, J Nin, O Pujol
Entropy 22 (10), 1122, 2020
12*2020
The challenges of machine learning and their economic implications
P Borrellas, I Unceta
Entropy 23 (3), 275, 2021
102021
Risk mitigation in algorithmic accountability: The role of machine learning copies
I Unceta, J Nin, O Pujol
PloS one 15 (11), e0241286, 2020
102020
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
92020
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
72019
From batch to online learning using copies
I Unceta, J Nin, O Pujol
Artificial Intelligence Research and Development, 125-134, 2019
62019
Transactional compatible representations for high value client identification: A financial case study
I Unceta, J Nin, O Pujol
Complex Networks XI: Proceedings of the 11th Conference on Complex Networks …, 2020
42020
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers
N Statuto, I Unceta, J Nin, O Pujol
Journal of Machine Learning Research 24 (390), 1-34, 2023
2023
On the Convergence of Financial Distress Propagation on Generic Networks
M Villaret
Artificial Intelligence Research and Development: Proceedings of the 23rd …, 2021
2021
Differential replication for credit scoring in regulated environments
I Unceta, J Nin, O Pujol
Entropy 23 (4), 407, 2021
2021
Adapting by copying. Towards a sustainable machine learning
I Unceta
Universitat de Barcelona, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–13