Piecewise linear regularized solution paths
Article Properties
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DOI (url)
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Publication Date2007/07/01
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Journal
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Indian UGC (journal)
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Refrences21
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Citations219
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Saharon Rosset
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Ji Zhu
Cite
Rosset, Saharon, and Ji Zhu. “Piecewise Linear Regularized Solution Paths”. The Annals of Statistics, vol. 35, no. 3, 2007, https://doi.org/10.1214/009053606000001370.
Rosset, S., & Zhu, J. (2007). Piecewise linear regularized solution paths. The Annals of Statistics, 35(3). https://doi.org/10.1214/009053606000001370
Rosset, Saharon, and Ji Zhu. “Piecewise Linear Regularized Solution Paths”. The Annals of Statistics 35, no. 3 (2007). https://doi.org/10.1214/009053606000001370.
1.
Rosset S, Zhu J. Piecewise linear regularized solution paths. The Annals of Statistics. 2007;35(3).
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
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Refrences
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
| 10.1007/978-1-4757-2440-0 | ||||
| 10.1109/TIP.2005.846029 | ||||
Sparsity and Smoothness Via the Fused Lasso | Journal of the Royal Statistical Society Series B: Statistical Methodology |
| 1,326 | 2004 |
Regression Shrinkage and Selection Via the Lasso | Journal of the Royal Statistical Society Series B: Statistical Methodology |
| 8,979 | 1996 |
| On ψ-Learning | Journal of the American Statistical Association |
| 110 | 2003 |
Citations
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
A confidence machine for sparse high‐order interaction model | Stat |
| 2024 | |
| Machine learning model based on non-convex penalized huberized-SVM | Journal of Electronic Science and Technology |
| 2024 | |
| Linearized alternating direction method of multipliers for elastic-net support vector machines | Pattern Recognition |
| 2024 | |
| Kernel Path for Semisupervised Support Vector Machine | IEEE Transactions on Neural Networks and Learning Systems |
| 2024 | |
Model Selection Path and Construction of Model Confidence Set under High-Dimensional Variables | Mathematics |
| 2024 |
Citations Analysis
The category
Science: Mathematics 100
is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Least angle regression and was published in 2004. The most recent citation comes from a 2024 study titled Machine learning model based on non-convex penalized huberized-SVM. This article reached its peak citation in 2014, with 18 citations. It has been cited in 117 different journals, 11% of which are open access. Among related journals, the Journal of Computational and Graphical Statistics cited this research the most, with 15 citations. The chart below illustrates the annual citation trends for this article.