Irene Unceta

18 papers B 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asking the right questions: a governance approach to uphold human autonomy in artificial intelligence.
AI Soc.
Paula Subías-Beltrán, Irene Unceta, Itziar de Lecuona, Oriol Pujol
2024 J jnl
Optimizing resource allocation in home care services using MaxSAT.
Cogn. Syst. Res.
Irene Unceta, Bernat Salbanya, Jordi Coll, Mateu Villaret, Jordi Nin
2023 J jnl
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers.
CoRR
Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol
2023 J jnl
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers.
J. Mach. Learn. Res.
Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol
2023 — conf
Resource Allocation in Home Care Services Using Reinforcement Learning.
CCIA
Bernat Salbanya, Irene Unceta, Jordi Nin
2021 — —
Adapting by copying. Towards a sustainable machine learning.
Irene Unceta
2021 J jnl
Differential Replication for Credit Scoring in Regulated Environments.
Entropy
Irene Unceta, Jordi Nin, Oriol Pujol
2021 — conf
On the Convergence of Financial Distress Propagation on Generic Networks.
CCIA
Irene Unceta, Bernat Salbanya, Jordi Nin
2021 J jnl
The Challenges of Machine Learning and Their Economic Implications.
Entropy
Pol Borrellas, Irene Unceta
2020 J jnl
Copying Machine Learning Classifiers.
IEEE Access
Irene Unceta, Jordi Nin, Oriol Pujol
2020 J jnl
Differential Replication in Machine Learning.
CoRR
Irene Unceta, Jordi Nin, Oriol Pujol
2020 J jnl
Environmental Adaptation and Differential Replication in Machine Learning.
Entropy
Irene Unceta, Jordi Nin, Oriol Pujol
2020 B conf
Sampling Unknown Decision Functions to Build Classifier Copies.
MDAI
Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol
2019 J jnl
Copying Machine Learning Classifiers.
CoRR
Irene Unceta, Jordi Nin, Oriol Pujol
2019 — conf
From Batch to Online Learning Using Copies.
CCIA
Irene Unceta, Jordi Nin, Oriol Pujol
2019 J jnl
Sampling Unknown Decision Functions to Build Classifier Copies.
CoRR
Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol
2019 — conf
Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction.
IbPRIA (1)
Irene Unceta, Jordi Nin, Oriol Pujol
2018 J jnl
Towards Global Explanations for Credit Risk Scoring.
CoRR
Irene Unceta, Jordi Nin, Oriol Pujol