Irene Unceta

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Decision Function

Kernel Classifiers

Financial Distress

Top Venues

Publications

Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. CoRR (2023)
Bernat Salbanya, Irene Unceta, Jordi Nin
Resource Allocation in Home Care Services Using Reinforcement Learning. CCIA (2023)
Pol Borrellas, Irene Unceta
The Challenges of Machine Learning and Their Economic Implications. Entropy 23 (3) (2021)
Irene Unceta, Jordi Nin, Oriol Pujol
Differential Replication for Credit Scoring in Regulated Environments. Entropy 23 (4) (2021)
Irene Unceta, Bernat Salbanya, Jordi Nin
On the Convergence of Financial Distress Propagation on Generic Networks. CCIA (2021)
Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol
Sampling Unknown Decision Functions to Build Classifier Copies. MDAI (2020)
Irene Unceta, Jordi Nin, Oriol Pujol
Environmental Adaptation and Differential Replication in Machine Learning. Entropy 22 (10) (2020)
Irene Unceta, Jordi Nin, Oriol Pujol
Differential Replication in Machine Learning. CoRR (2020)
Irene Unceta, Jordi Nin, Oriol Pujol
Copying Machine Learning Classifiers. IEEE Access 8 (2020)
Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol
Sampling Unknown Decision Functions to Build Classifier Copies. CoRR (2019)
Irene Unceta, Jordi Nin, Oriol Pujol
From Batch to Online Learning Using Copies. CCIA (2019)
Irene Unceta, Jordi Nin, Oriol Pujol
Copying Machine Learning Classifiers. CoRR (2019)
Irene Unceta, Jordi Nin, Oriol Pujol
Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. IbPRIA (1) (2019)
Irene Unceta, Jordi Nin, Oriol Pujol
Towards Global Explanations for Credit Risk Scoring. CoRR (2018)