Pablo Fernández González

pablo-fernandez

Contact

Phone: +34-910673093

E-mail: pablo.fernandezgonz (at) fi.upm.es

Work location:

Laboratory 3306

Departamento de Inteligencia Artificial

Escuela Técnica Superior de Ingenieros Informáticos

Campus de Montegancedo

Universidad Politécnica de Madrid

28660 Boadilla del Monte, Madrid, España

Position

Ph.D. student with a scholarship from the Cajal Blue Brain project.

Short Bio

Pablo Fernández González received a degree in Technical Informatics Engineering from the School of Computer Science in the University of Oviedo (UO), Spain, in 2012.  Shortly after, initiated the study of a Master degree in Artificial intelligence at the Technical University of Madrid (UPM), completed in July 2014. He is currently a Ph.D student in the Artificial Intelligence Department at UPM, participating in the Cajal Blue Brain project.

Research interests

Mathematics, neuroscience, data mining, probabilistic graphical models, machine learning, supervised learning.

2019

Developments in probabilistic graphical models, circular distributions and theory of random forests with applications in neuroscience: Ph.D Thesis supplementary material.

Publications

Proceedings

2015
Fernandez-Gonzalez, P., C. Bielza, and P. Larrañaga, "Multidimensional classifiers for neuroanatomical data", ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015), Lille, France, ICML, Jul 2015.
2011
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.

Technical Reports

2015