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Searching for authors named "Ji Zhu" – sorted by Relevance.

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22 documents found, showing 1 through 10. Next 10 →

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Piecewise linear regularized solution paths
by Saharon Rosset, Ji Zhu — 2003
… REGULARIZED SOLUTION PATHS By Saharon Rosset and Ji Zhu 1 IBM T. J. Watson Research Center and University…
Cited by 24 (4 self) – Add To MetaCart

Kernel Logistic Regression and the Import Vector Machine
by Ji Zhu, Trevor Hastie — 2001 — Journal of Computational and Graphical Statistics
…Kernel Logistic Regression and the Import Vector Machine Ji Zhu Department of Statistics Stanford…
Cited by 42 (2 self) – Add To MetaCart

The Margin Vector, Admissible Loss and Multi-class Margin-based Classifiers
by Hui Zou, Trevor Hastie, Ji Zhu
… of Minnesota Trevor Hastie Stanford University Abstract Ji Zhu University of Michigan We propose a new…
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ℓ1 regularization in infinite dimensional feature spaces
by Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu — 2007 — Learning Theory: 20th Annual Conference on Learning Theory, volume 4539 of Lecture Notes in Computer Science
… , Nathan Srebro 2 , and Ji Zhu 3 1 IBM T.J. Watson Research Center, Yorktown Heights, NY 10549, USA…
Cited by 1 (0 self) – Add To MetaCart

Automatic Bayes Carpentry Using Unlabeled Data In Semi-Supervised Classification
by Hui Zou, Ji Zhu, Trevor Hastie
… Department of Statistics Stanford University Stanford, CA 94305 hzou@(email omitted); Ji Zhu Department…
Cited by 2 (0 self) – Add To MetaCart

L1 norm support vector machines
by Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani — 2003 — Advances in Neural Information Processing Systems
… -norm Support Vector Machines Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani Department…
Cited by 4 (3 self) – Add To MetaCart

Hybrid huberized support vector machines for microarray classification
by Li Wang, Ji Zhu, Hui Zou — 2007 — In ICML ’07: Proceedings of the 24th International Conference on Machine Learning
…@(email omitted); Ross School of Business, University of Michigan, Ann Arbor, MI 48109, U.S. Ji Zhu jizhu…
Cited by 1 (1 self) – Add To MetaCart

Sparse estimation of large covariance matrices via a nested Lasso penalty. Annals of Applied Statistics
by Elizaveta Levina, Adam Rothman, Ji Zhu — 2007
… BY ELIZAVETA LEVINA, 1 ADAM ROTHMAN AND JI ZHU 2 University of Michigan The paper proposes a new covariance…
Cited by 2 (2 self) – Add To MetaCart

Margin Maximizing Loss Functions
by Saharon Rosset, Ji Zhu, Trevor Hastie — 2003 — In Advances in Neural Information Processing Systems (NIPS) 15
…Margin Maximizing Loss Functions Saharon Rosset, Ji Zhu and Trevor Hastie Department of Statistics…
Cited by 12 (3 self) – Add To MetaCart

A Method for Inferring Label Sampling Mechanisms In Semi-Supervised Learning
by Saharon Rosset, Hui Zou, Ji Zhu, Trevor Hastie — 2005
… Zou Department of Statistics Stanford University Stanford, CA 94305 hzou@(email omitted); Abstract Ji…
Cited by 7 (0 self) – Add To MetaCart

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