Concentration Inequalities for Sub-Additive Functions Using the Entropy Method

Author:

Bousquet Olivier

Publisher

Birkhäuser Basel

Reference19 articles.

1. Y. Baraud. Model selection for regression on a fixed design. Probab. Theory Related Fields, 117:467–493, 2000.

2. G. Bennett. Probability inequalities for the sum of independent random variables. Journal of the American Statistical Association, 57 (297):33–45, 1962.

3. Annals Science Institute Say. Ukraine, Sect. Math. I;S Bernstein,1924

4. S. Bobkov. Some extremal properties of the Bernoulli distribution. Theory of Probability and its Applications, 41 (4):748–755, 1996.

5. S. Boucheron, O. Bousquet, G. Lugosi, and P. Massart. Moment inequalities for functions of independent random variables. Preprint, 2003.

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