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Prediction and discovery : AMS-IMS-SIAM Joint Summer Research Conference, Machine and Statistical Learning : Prediction and Discovery, June 25-29, 2006, Snowbird, Utah /
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico Congresos, conferencias eBook |
| Idioma: | Inglés |
| Publicado: |
Providence, R.I. :
American Mathematical Society,
©2007.
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| Colección: | Contemporary mathematics (American Mathematical Society) ;
v. 443. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- ""Contents""; ""On transductive support vector machines""; ""A note on robust kernel principal component analysis""; ""The Lq support vector machine""; ""On multicategory truncated-hinge-loss support vector machines""; ""A robust hybrid of lasso and ridge regression""; "" A gradient descent algorithm for LASSO""; ""Additive regression trees and smoothing splines
- predictive modeling and interpretation in data mining""; ""Estimation of atom prevalence for optimal prediction""; ""Precise statements of convergence for AdaBoost and arc-gv""; ""Ensemble-learning by model-based spatial averaging""
- ""Automatic bias correction methods in semi-supervised learning""""Variable selection for model-based high-dimensional clustering""; ""Semi-supervised learning via constraints""; ""Objective measures for association pattern analysis""