| 2025 | ICANN | A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers. | Miguel N. Font, Jose L. Jorro-Aragoneses, Carlos M. Alaz |
| 2024 | EDUCON | Learning Analytics Tools to Analyze Progress and Results With Moodle LMS Data. | Cristina Alonso-Fernndez, Jose L. Jorro-Aragoneses, Carlos M. Alaz, Pilar Rodrguez |
| 2023 | HAIS | Structure Learning in Deep Multi-Task Models. | Carlos Ruiz, Carlos M. Alaz, Jos R. Dorronsoro |
| 2022 | HAIS | Convex Multi-Task Learning with Neural Networks. | Carlos Ruiz, Carlos M. Alaz, Jos R. Dorronsoro |
| 2021 | HAIS | Adaptive Graph Laplacian for Convex Multi-Task Learning SVM. | Carlos Ruiz, Carlos M. Alaz, Jos R. Dorronsoro |
| 2020 | ESANN | Visualization of the Feature Space of Neural Networks. | Carlos M. Alaz, ngela Fernndez, Jos R. Dorronsoro |
| 2020 | HAIS | Modified Grid Searches for Hyper-Parameter Optimization. | David Lpez, Carlos M. Alaz, Jos R. Dorronsoro |
| 2020 | ICANN | Convex Graph Laplacian Multi-Task Learning SVM. | Carlos Ruiz, Carlos M. Alaz, Jos R. Dorronsoro |
| 2019 | HAIS | A Convex Formulation of SVM-Based Multi-task Learning. | Carlos Ruiz, Carlos M. Alaz, Jos R. Dorronsoro |
| 2019 | IJCNN | Flexible Kernel Selection in Multitask Support Vector Regression. | Carlos Ruiz, Carlos M. Alaz, Alejandro Catalina, Jos R. Dorronsoro |
| 2018 | ESANN | Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path. | Alejandro Catalina, Carlos M. Alaz, Jos R. Dorronsoro |
| 2018 | IJCNN | Accelerated Block Coordinate Descent for Sparse Group Lasso. | Alejandro Catalina, Carlos M. Alaz, Jos R. Dorronsoro |
| 2015 | ESANN | Diffusion Maps parameters selection based on neighbourhood preservation. | Carlos M. Alaz, ngela Fernndez, Jos R. Dorronsoro |
| 2015 | ESANN | Solving constrained Lasso and Elastic Net using nu-SVMs. | Carlos M. Alaz, Alberto Torres, Jos R. Dorronsoro |
| 2015 | IJCNN | The Generalized Group Lasso. | Carlos M. Alaz, Jos R. Dorronsoro |
| 2014 | IDEAL | Kernel K-Means Low Rank Approximation for Spectral Clustering and Diffusion Maps. | Carlos M. Alaz, ngela Fernndez, Yvonne Gala, Jos R. Dorronsoro |
| 2013 | ICANN | Group Fused Lasso. | Carlos M. Alaz, lvaro Barbero Jimnez, Jos R. Dorronsoro |
| 2013 | IWANN | Diffusion Methods for Wind Power Ramp Detection. | ngela Fernndez, Carlos M. Alaz, Ana M. Gonzlez, Julia Daz Garca, Jos R. Dorronsoro |
| 2012 | ICANN | Sparse Linear Wind Farm Energy Forecast. | Carlos M. Alaz, Alberto Torres, Jos R. Dorronsoro |
| 2012 | ICANN | Diffusion Maps and Local Models for Wind Power Prediction. | ngela Fernndez Pascual, Carlos M. Alaz, Ana Ma Gonzlez Marcos, Julia Daz Garca, Jos R. Dorronsoro |
| 2012 | IJCNN | Sparse methods for wind energy prediction. | Carlos M. Alaz, lvaro Barbero Jimnez, Jos R. Dorronsoro |