Gábor Lugosi is an ICREA Research Professor at the Department of
Economics and Business at Pompeu Fabra University.
His research has mostly focused on mathematical aspects of machine
learning including classification, density estimation,
regression, but also clustering and data compression, ranking, and
sequential prediction. He is also interested in concentration inequalities
and understanding the behavior of large random structures such as
random graphs and networks.
He has co-authored four research monographs; one on classification
(published by Springer in 1996), one on density estimation (also
Spinger, 2001a) , one on sequential prediction (Cambridge University
Press, 2006), and one on concentration inequalities (Oxford University
