Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning
- 1 January 2011
- journal article
- Published by Elsevier in Statistical Methodology
- Vol. 8 (1) , 56-67
- https://doi.org/10.1016/j.stamet.2009.05.004
Abstract
No abstract availableKeywords
This publication has 14 references indexed in Scilit:
- “Preconditioning” for feature selection and regression in high-dimensional problemsThe Annals of Statistics, 2008
- Probability estimation for large-margin classifiersBiometrika, 2007
- Multicategory ψ-LearningJournal of the American Statistical Association, 2006
- On ψ-LearningJournal of the American Statistical Association, 2003
- Support Vector Machines and the Bayes Rule in ClassificationData Mining and Knowledge Discovery, 2002
- Support Vector Machines for Classification in Nonstandard SituationsMachine Learning, 2002
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle PropertiesJournal of the American Statistical Association, 2001
- Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)The Annals of Statistics, 2000
- A Decision-Theoretic Generalization of On-Line Learning and an Application to BoostingJournal of Computer and System Sciences, 1997
- Support-vector networksMachine Learning, 1995