publications

Check my Google Scholar for the full updated list.

2025

  1. tpd.png
    Teacher privileged distillation: How to deal with imperfect teachers?
    Mario Martı́nez-Garcı́a, Iñaki Inza, and Jose A Lozano
    Knowledge-Based Systems, 2025
    DOI

2024

  1. lr_neu.png
    Extending the learning using privileged information paradigm to logistic regression
    Mario Martı́nez-Garcı́a, Susana Garcı́a-Gutierrez, Lasai Barreñada, and 2 more authors
    Neurocomputing, 2024
    DOI

2023

  1. CAI.png
    Learning a logistic regression with the help of unknown features at prediction stage
    Mario Martínez-García, Iñaki Inza, and Jose A. Lozano
    In 2023 IEEE Conference on Artificial Intelligence (CAI), 2023
    DOI

2022

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    Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization
    Mario Martı́nez-Garcı́a, Susana Garcı́a-Gutierrez, Rubén Armañanzas, and 3 more authors
    In Artificial Intelligence in Medicine (AIME), 2022
    DOI

2021

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    Derivation of a Cost-Sensitive COVID-19 Mortality Risk Indicator Using a Multistart Framework
    Rubén Armañanzas, Adrián Díaz, Mario Martínez-García, and 1 more author
    In 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021
    DOI