The Annals of Statistics

Discussion: Local Rademacher complexities and oracle inequalities in risk minimization

Stéphan Clémençon, Gábor Lugosi, and Nicolas Vayatis

Full-text: Open access

Article information

Source
Ann. Statist., Volume 34, Number 6 (2006), 2672-2676.

Dates
First available in Project Euclid: 23 May 2007

Permanent link to this document
https://projecteuclid.org/euclid.aos/1179935058

Digital Object Identifier
doi:10.1214/009053606000001046

Mathematical Reviews number (MathSciNet)
MR2329467

Citation

Clémençon, Stéphan; Lugosi, Gábor; Vayatis, Nicolas. Discussion: Local Rademacher complexities and oracle inequalities in risk minimization. Ann. Statist. 34 (2006), no. 6, 2672--2676. doi:10.1214/009053606000001046. https://projecteuclid.org/euclid.aos/1179935058


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References

  • Boucheron, S., Bousquet, O., Lugosi, G. and Massart, P. (2005). Moment inequalities for functions of independent random variables. Ann. Probab. 33 514--560.
  • Clémençon, S., Lugosi, G. and Vayatis, N. (2005). Ranking and scoring using empirical risk minimization. Learning Theory. Lecture Notes in Comput. Sci. 3559 1--15. Springer, Berlin.
  • Clémençon, S., Lugosi, G. and Vayatis, N. (2006). Ranking and empirical minimization of $U$-statistics. Technical report, Laboratoire de Probabilités et Modèles Aléatoires, Université Paris 6.
  • de la Peña, V. H. and Giné, E. (1999). Decoupling: From Dependence to Independence. Springer, New York.
  • Hoeffding, W. (1948). A class of statistics with asymptotically normal distribution. Ann. Math. Statist. 19 293--325.