Fernando Rodríguez Sánchez



Phone: +34-910673093

E-mail: fernando.rodriguez.sanchez (at) alumnos.upm.es

Regular mail:

Departamento de Inteligencia Artificial

Escuela Técnica Superior de Ingenieros Informáticos

Campus de Montegancedo

Universidad Politécnica de Madrid

28660 Boadilla del Monte, Madrid, España


Ph.D. student.

Short Bio

Fernando received a B.Sc. degree in Software Computer Engineering from the Universitiy of Oviedo in 2015 and a M.Sc. in Artificial Intelligence from the Technical University of Madrid (UPM) in 2016. Additionally, he worked as a junior software developer in EDP Spain during his last year studying his B.Sc. degree. He is currently a Ph.D. student in the Artificial Intelligence Department, taking part in the research project "Multi-view clustering with Bayesian networks" supported by the BBVA's foundation

Research interests

His research interests include multi-dimensional clustering and probabilistic graphical models, with application to industry and medicine.


Rodriguez-Sanchez, F., P. Larrañaga, and C. Bielza, "Discrete model-based clustering with overlapping subsets of attributes", Proceedings of Machine Learning Research, vol. 72, pp. 392-403, 2018.
Karshenas, H., R. Santana, C. Bielza, and P. Larrañaga, "Multi-Objective Optimization with Joint Probabilistic Modeling of Objectives and Variables", Lecture Notes in Computer Science, no. 6576: Springer, pp. 298-312, 2011.
Fernandez del Pozo, J. A., and C. Bielza, "New Structures for Conditional Probability Tables", First European Workshop on Probabilistic Graphical Models: Univ. de Castilla-La Mancha, pp. 61-70, 2002.

Technical Reports

Master's thesis

Rodríguez Sánchez, F., Multi-view clustering with Bayesian networks, (supervised by C. Bielza and P. Larrañaga), Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, 2016.