Sciweavers

2177 search results - page 6 / 436
» Relative Margin Machines
Sort
View
70
Voted
COLT
2006
Springer
15 years 3 months ago
Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition
We consider the problem of optimality, in a minimax sense, and adaptivity to the margin and to regularity in binary classification. We prove an oracle inequality, under the margin ...
Guillaume Lecué
ICML
2005
IEEE
16 years 4 days ago
Learning structured prediction models: a large margin approach
Benjamin Taskar, Vassil Chatalbashev, Daphne Kolle...
ICML
2004
IEEE
16 years 4 days ago
Extensions of marginalized graph kernels
Jean-Luc Perret, Jean-Philippe Vert, Nobuhisa Ueda...
COLT
2000
Springer
15 years 3 months ago
Entropy Numbers of Linear Function Classes
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
ECML
2004
Springer
15 years 4 months ago
Margin Maximizing Discriminant Analysis
András Kocsor, Kornél Kovács,...