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ORCIDIrene Unceta
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2020 – today
- 2024
[j6]Irene Unceta
, Bernat Salbanya, Jordi Coll, Mateu Villaret, Jordi Nin:
Optimizing resource allocation in home care services using MaxSAT. Cogn. Syst. Res. 88: 101291 (2024)- 2023
- [j5]Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol:
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. J. Mach. Learn. Res. 24: 390:1-390:34 (2023) - [c5]Bernat Salbanya, Irene Unceta, Jordi Nin:
Resource Allocation in Home Care Services Using Reinforcement Learning. CCIA 2023: 173-182 - [i5]Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol:
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. CoRR abs/2302.02667 (2023) - 2021
- [b1]Irene Unceta:
Adapting by copying. Towards a sustainable machine learning. University of Barcelona, Spain, 2021 - [j4]Pol Borrellas, Irene Unceta:
The Challenges of Machine Learning and Their Economic Implications. Entropy 23(3): 275 (2021) - [j3]Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication for Credit Scoring in Regulated Environments. Entropy 23(4): 407 (2021) - [c4]Irene Unceta, Bernat Salbanya, Jordi Nin:
On the Convergence of Financial Distress Propagation on Generic Networks. CCIA 2021: 167-176 - 2020
- [j2]Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. IEEE Access 8: 160268-160284 (2020) - [j1]Irene Unceta, Jordi Nin, Oriol Pujol:
Environmental Adaptation and Differential Replication in Machine Learning. Entropy 22(10): 1122 (2020) - [c3]Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. MDAI 2020: 192-204 - [i4]Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication in Machine Learning. CoRR abs/2007.07981 (2020)
2010 – 2019
- 2019
- [c2]Irene Unceta, Jordi Nin, Oriol Pujol:
From Batch to Online Learning Using Copies. CCIA 2019: 125-134 - [c1]Irene Unceta, Jordi Nin, Oriol Pujol:
Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. IbPRIA (1) 2019: 182-193 - [i3]Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. CoRR abs/1903.01879 (2019) - [i2]Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. CoRR abs/1910.00237 (2019) - 2018
- [i1]Irene Unceta, Jordi Nin, Oriol Pujol:
Towards Global Explanations for Credit Risk Scoring. CoRR abs/1811.07698 (2018)
Coauthor Index
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