S. Boucheron, G. Lugosi, and P. Massart,
Concentration Inequalities: A Nonasymptotic Theory of Independence.
Oxford University Press, 2013. ISBN 978-0-19-953525-5.
Available in paperback.
Table of Contents | Errata for hardcover edition | Further errata | Amazon

N. Cesa-Bianchi, and G. Lugosi,
Prediction, Learning, and Games.
Cambridge University Press, New York, 2006. ISBN 0521841089.
Table of Contents | Errata | Amazon

L. Devroye and G. Lugosi,
Combinatorial Methods in Density Estimation.
Springer, New York, 2000, ISBN 0-387-95117-2.
Table of Contents | Errata | Amazon

L. Devroye, L. Györfi, G. Lugosi,
A Probabilistic Theory of Pattern Recognition.
Springer, New York, 1996. ISBN 0-387-94618-7.
Table of Contents | Errata to first printing | Amazon


R. Gavaldą, G. Lugosi, T. Zeugmann, and S. Zilles (Eds.) Algorithmic Learning Theory. Proceedings of the 20th International Conference, ALT 2009, Portugal, October 3-5, 2009,
Springer, New York, ISBN: 978-3-642-04413-7.
Table of Contents | Amazon

G. Lugosi and Hans Ulrich Simon, (Eds.) Learning Theory. Proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006,
Springer, New York, ISBN: 3-540-35294-5.
Table of Contents | Amazon