Sparsity and smoothness via the fused lasso
- Robert Tibshirani
- Michael Saunders
- et al.
- 2004
- JRSSB: Statistical Methodology
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39 results for Saharon Rosset
The entire regularization path for the support vector machine
- Trevor Hastie
- Saharon Rosset
- et al.
- 2004
- NeurIPS 2004
Following curved regularized optimization solution paths
- Saharon Rosset
- 2004
- NeurIPS 2004
Model selection via the AUC
- Saharon Rosset
- 2004
- ICML 2004
The entire regularization path for the support vector machine
- Trevor Hastie
- Saharon Rosset
- et al.
- 2004
- JMLR
Corrected proof of the result of 'a prediction error property of the Lasso estimator and its generalization' by Huang (2003)
- Saharon Rosset
- Ji Zhu
- 2004
- Australian and New Zealand Journal of Statistics
Boosting as a regularized path to a maximum margin classifier
- Saharon Rosset
- Ji Zhu
- et al.
- 2004
- JMLR
Least angle regression
- Bradley Efron
- Trevor Hastie
- et al.
- 2004
- Annals of Statistics
Margin maximizing loss functions
- Saharon Rosset
- Ji Zhu
- et al.
- 2003
- NeurIPS 2003