Nicolas Vayatis - Publications (by topic)

Boosting

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G. Lugosi and N. Vayatis.
On the Bayes-risk consistency of regularized boosting methods (with discussion).

The Annals of Statistics
, 32(1):30-55.

G. Lugosi and N. Vayatis.

Rejoinder on Three Boosting Papers.
The Annals of Statistics
, 32(1):124-127.

G. Blanchard, G. Lugosi and N. Vayatis.
On the rate of convergence of regularized boosting methods.
Journal of Machine Learning Research
, 4(Oct):861-894.

G. Lugosi and N. Vayatis.
A consistent strategy for boosting algorithms.
Proceedings of COLT'2002, University of Sidney, Australia, 2002.