Gábor Lugosi
Gábor Lugosi [1]
Gábor Lugosi,
a Hungarian electrical engineer, computer scientist, mathematician, and ICREA research professor at department of economics, Pompeu Fabra University in Barcelona, Catalonia, Spain [2]. He holds a Ph.D. in 1992 from Hungarian Academy of Sciences on pattern recognition [3]. His research interests include pattern classification, nonparametric statistics, computational learning theory, inequalities in probability [4], learning in repeated games, and bandit problems. Along with Nicolò Cesa-Bianchi, he authored Prediction, Learning, and Games in 2006 [5].
Contents
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
- Gabor Lugosi - Google Scholar Citations
- Details for Gabor Lugosi, Oberwolfach Photo Collection
- The Mathematics Genealogy Project - Gábor Lugosi
References
- ↑ 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
- ↑ Gábor Lugosi - CV (pdf)
- ↑ Gábor Lugosi (1991). Statistical Pattern Recognition Under Unreliable Circumstances. Ph.D. thesis, EE, Hungarian Academy of Sciences
- ↑ 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
- ↑ 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.
- ↑ dblp: Gábor Lugosi
