Aritz Pérez

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Aritz Pérez

Aritz Pérez Martínez,
a Spanish computer scientist, researcher at the University of the Basque Country and member of its Intelligent Systems Group . His research interests include machine learning, probabilistic graphical models, Bayesian networks, hypothesis testing and bioinformatics .

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

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