Gábor Lugosi, a Hungarian electrical engineer, computer scientist, mathematician, and ICREA research professor at department of economics, Pompeu Fabra University in Barcelona, Catalonia, Spain [1]. He holds a Ph.D. in 1992 from Hungarian Academy of Sciences on pattern recognition [2]. His research interests include pattern classification, nonparametric statistics, computational learning theory, inequalities in probability [3], learning in repeated games, and bandit problems. Along with Nicolò Cesa-Bianchi, he authored Prediction, Learning, and Games in 2006 [4].
Gábor Lugosi [5]

Selected Publications

1987 ...

• Gábor Lugosi (1987). Algorithmic Problems of Isolated Word Recognition. Masters thesis, EE, Technical University of Budapest
• Andras Farago, Gábor Lugosi (1989). An Algorithm to find the Global Optimum of Hidden Markov Model Parameters. Problems of Control and Information Theory, Vol.18, No. 6, pdf

1990 ...

• Gábor Lugosi (1991). Statistical Pattern Recognition Under Unreliable Circumstances. Ph.D. thesis, EE, Hungarian Academy of Sciences
• Gábor Lugosi (1992). Learning with an unreliable Teacher. Pattern Recognition, Vol. 25, No. 1, pdf

2000 ...

• Nicolò Cesa-Bianchi, Gábor Lugosi (2003). Potential-based Algorithms in On-line Prediction and Game Theory. Machine Learning, Vol. 51, 2002 preprint as pdf
• Nicolò Cesa-Bianchi, Gábor Lugosi (2006). Prediction, Learning, and Games. Cambridge University Press

2010 ...

• Nicolò Cesa-Bianchi, Gábor Lugosi (2012). Combinatorial Bandits. Journal of Computer and System Sciences, Vol. 78, preprint as pdf
• Sébastien Bubeck, Nicolò Cesa-Bianchi, Gábor Lugosi (2013). Bandits With Heavy Tail. IEEE Transactions on Information Theory, Vol. 59, No. 11, arXiv:1209.1727v1
• Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi (2013). Regret in Online Combinatorial Optimization. arXiv:1204.4710v2
• Sébastien Bubeck, Luc Devroye, Gábor Lugosi (2014). Finding Adam in random growing trees. arXiv:1411.3317v1

External Links

• Gábor Lugosi
• Gábor Lugosi - Department of Economics and Business - Universitat Pompeu Fabra
• Gabor Lugosi - Google Scholar Citations
• Details for Gabor Lugosi, Oberwolfach Photo Collection
• The Mathematics Genealogy Project - Gábor Lugosi

References

1. ^ Gábor Lugosi - CV (pdf)
2. ^ Gábor Lugosi (1991). Statistical Pattern Recognition Under Unreliable Circumstances. Ph.D. thesis, EE, Hungarian Academy of Sciences
3. ^ Azuma's inequality, Bennett's inequality, Bernstein inequalities,Chebyshev's inequality, Chernoff bound, Concentration inequality, Dvoretzky–Kiefer–Wolfowitz inequality, Hoeffding's inequality, Hoeffding's lemma, Khintchine inequality, Markov's inequality
4. ^ Nicolò Cesa-Bianchi, Gábor Lugosi (2006). Prediction, Learning, and Games. Cambridge University Press
   "...beware of mathematicians, and all those who make empty prophecies. The danger already exists that the mathematicians have made a covenant with the devil to darken the spirit and to confine man in the bonds of Hell". St. Augustine, De Genesi ad Litteram libri duodecim. Liber Secundus, 17, 37.
5. ^ Photo by Ivonne Vetter at Mini-Workshop: Mathematics of Machine Learning: 2011-08-21 - 2011-08-26, from MF Oberwolfach, Details for Gabor Lugosi, Oberwolfach Photo Collection
6. ^ dblp: Gábor Lugosi

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