Aritz Pérez

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Aritz Pérez Martínez, a Spanish computer scientist, researcher at the University of the Basque Country, and its affiliated Basque Center for Applied Mathematics. His research interests include machine learning, probabilistic graphical models, Bayesian networks, hypothesis testing and bioinformatics . In 2007, he joined Matej Guid and Ivan Bratko in their investigation to compare moves played by World Chess Champions with Crafty's choices  , concerning how using stronger chess programs, searching more deeply, or using larger sets of positions would influence the conclusion of the relative playing strength of World Champions.

=Selected Publications=

2006 ...

 * Aritz Pérez, Pedro Larrañaga, Iñaki Inza (2006). Information Theory and Classification Error in Probabilistic Classifiers. Discovery Science 2006
 * Matej Guid, Aritz Pérez, Ivan Bratko (2007). How trustworthy is Crafty's analysis of world chess champions? CGW 2007 » Crafty
 * Matej Guid, Aritz Pérez, Ivan Bratko (2008). How trustworthy is Crafty's analysis of world chess champions? ICGA Journal, Vol. 31, No. 3, pdf
 * Aritz Pérez, Pedro Larrañaga, Iñaki Inza (2009). Bayesian classifiers based on kernel density estimation: Flexible classifiers. International Journal of Approximate Reasoning, Vol. 50, No. 2

2010 ...

 * Aritz Pérez (2010). Supervised classification in continuous domains with Bayesian networks. Ph. D. thesis, pdf
 * Marco Capó, Aritz Pérez, José Antonio Lozano (2016). An efficient K-means algorithm for Massive Data. arXiv:1605.02989
 * Marco Capó, Aritz Pérez, José Antonio Lozano (2018). An efficient K -means clustering algorithm for massive data. arXiv:1801.02949
 * Santiago Mazuelas, Aritz Pérez (2019). General Supervision via Probabilistic Transformations. arXiv:1901.08552
 * Santiago Mazuelas, Andrea Zanoni, Aritz Pérez (2019). Supervised classification via minimax probabilistic transformations. arXiv:1902.00693

2020 ...

 * Santiago Mazuelas, Yuan Shen, Aritz Pérez (2020). Generalized Maximum Entropy for Supervised Classification. arXiv:2007.05447
 * Santiago Mazuelas, Andrea Zanoni, Aritz Pérez (2020). Minimax Classification with 0-1 Loss and Performance Guarantees. arXiv:2010.07964

=External Links=
 * FIDE Profile - Perez Martinez, Aritz
 * Aritz Pérez - Home Page
 * Aritz Pérez Martínez | LinkedIn

=References= Up one level