Learning Shared Economic Representations through the Application of Multi-Task Gradient Boosting
Computational Economics, 2026.
DOI: 10.1007/s10614-026-11358-zPeer-reviewed journals
Journal articles
2026
2025
Robust-Multi-Task Gradient Boosting
Expert Systems with Applications, 2025, 130696.
DOI: 10.1016/j.eswa.2025.130696Condensed-gradient boosting
International Journal of Machine Learning and Cybernetics, 16, 687–701, 2025.
DOI: 10.1007/s13042-024-02279-02024
Deep Learning for Multi-Output Regression using Gradient Boosting
IEEE Access, vol. 12, pp. 17760–17772, 2024.
DOI: 10.1109/ACCESS.2024.33591152023
A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks
IEEE Open Journal of Signal Processing, vol. 4, pp. 313–321, 2023.
DOI: 10.1109/OJSP.2023.3279011Sequential Training of Neural Networks with Gradient Boosting
IEEE Access, vol. 11, pp. 42738–42750, 2023.
DOI: 10.1109/ACCESS.2023.3271515Conferences
Conference papers
2023
Multi-Task Gradient Boosting
Hybrid Artificial Intelligent Systems, HAIS 2023, Lecture Notes in Computer Science, vol. 14001.
DOI: 10.1007/978-3-031-40725-3_92022
Multioutput Regression Neural Network Training via Gradient Boosting
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, pp. 95–100.
DOI: 10.14428/esann/2022.ES2022-95Ph.D. thesis
Doctoral thesis
2024
Gradient Boosting Extensions
Ph.D. thesis, 2024.
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