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Searching for "Boosting the Margin Distribution." – sorted by Relevance.

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5 documents found, showing 1 through 5.

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An improvement of AdaBoost to avoid overfitting
by Gunnar Rätsch, Takashi Onoda, Klaus Robert Müller — 1998 — Proc. of the Int. Conf. on Neural Information Processing
…, AdaBoost, margin distribution, generalization, support vectors, RBF networks 1. Introduction…
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T.: Proposal of novel histogram features for face detection
by Haijing Wang, Student Member (ieee, Peihua Li, Tianwen Zhang — 3rd International Conference on Advances in Pattern Recognition. Volume 3687 of Lecture Notes in Computer Science., Bath, United Kingdom, Springer-Verlag (2005) 334–343
… and rectangle, can thus be interpreted as boosted marginal distributions of human faces. The result…
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Boosting the Margin: A New Explanation for the Effectiveness of Voting Methods
by Robert E. Schapire, Yoav Freund, Peter Bartlett, Wee Sun Lee — 1997
… the margin distribution to the test error. We also show theoretically and experimentally that boosting…
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Boosting Mixture Models for Semi-supervised Learning
by Yves Grandvalet, Florence d'Alché-Buc, Christophe Ambroise — in ICANN 2001,Vienne
…. This success is explained by the benecial eect of boosting on margin distributions, the latter being related…
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Vector machines and Gaussian
by Fakultät Für Informatik, Universität Karlsruhe, Diplomarbeit Von, Matthias Seeger, Betreuer Erstgutachter, Dr Christopher, K. I. Williams, Matthias Seeger
… . . . . . . . . . . . . . . 50 2.2.1 Boosting and the margin distribution . . . . . . . . . . 50 2.2.2 Additive logistic…
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