Empirical minimization

Author:

Bartlett Peter L.,Mendelson Shahar

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,Statistics and Probability,Analysis

Reference30 articles.

1. Bartlett, P.L., Boucheron, S., Lugosi, G.: Model selection and error estimation. Machine Learning 48, 85–113 (2002)

2. Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson: Local Rademacher complexities. Annals of Statistics, 33, 1497–1537(2005)

3. Peter L. Bartlett, Michael I. Jordan, Jon D. McAuliffe: Convexity, classification, and risk bounds. Journal of the American Statistical Association. 2005. To appear.

4. Blumer, A., Ehrenfeucht, A., Haussler, D., Warmuth, M.K.: Learnability and the Vapnik-Chervonenkis dimension. J. ACM 36 (4), 929–965 (1989)

5. Bousquet, O.: Concentration Inequalities and Empirical Processes Theory Applied to the Analysis of Learning Algorithms. PhD thesis, Department of Applied Mathematics, Ecole Polytechnique, 2002

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