Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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8 results for Ji Zhu

The entire regularization path for the support vector machine
- - Trevor Hastie
  - Saharon Rosset
  - et al.
- 2004
- NeurIPS 2004
Margin maximizing loss functions
- - Saharon Rosset
  - Ji Zhu
  - et al.
- 2003
- NeurIPS 2003
Piecewise linear regularized solution paths
- - Saharon Rosset
  - Ji Zhu
- 2007
- Annals of Statistics
Sparsity and smoothness via the fused lasso
- - Robert Tibshirani
  - Michael Saunders
  - et al.
- 2004
- JRSSB: Statistical Methodology
Least angle regression
- - Bradley Efron
  - Trevor Hastie
  - et al.
- 2004
- Annals of Statistics
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