Ji Zhu

2008
26	EE	Li Wang, Ji Zhu, Hui Zou: Hybrid huberized support vector machines for microarray classification and gene selection. Bioinformatics 24(3): 412-419 (2008)
2007
25	EE	Lacey Gunter, Ji Zhu, Susan Murphy: Variable Selection for Optimal Decision Making. AIME 2007: 149-154
24	EE	Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu: l1 Regularization in Infinite Dimensional Feature Spaces. COLT 2007: 544-558
23	EE	Li Wang, Ji Zhu, Hui Zou: Hybrid huberized support vector machines for microarray classification. ICML 2007: 983-990
22	EE	Ji Zhu, Hui Zou: Variable Selection for the Linear Support Vector Machine. Trends in Neural Computation 2007: 35-59
21	EE	Youjuan Li, Ji Zhu: Analysis of array CGH data for cancer studies using fused quantile regression. Bioinformatics 23(18): 2470-2476 (2007)
20	EE	Sijian Wang, Ji Zhu: Improved centroids estimation for the nearest shrunken centroid classifier. Bioinformatics 23(8): 972-979 (2007)
19	EE	Lacey Gunter, Ji Zhu: Efficient Computation and Model Selection for the Support Vector Regression. Neural Computation 19(6): 1633-1655 (2007)
2006
18	EE	David Abramson, Amanda Lynch, Hiroshi Takemiya, Yusuke Tanimura, Susumu Date, Haruki Nakamura, Karpjoo Jeong, Suntae Hwang, Ji Zhu, Zhonghua Lu, Céline Amoreira, Kim Baldridge, Hurng-Chun Lee, Chi-Wei Wang, Horng-Liang Shih, Tomas E. Molina, Wilfred W. Li, Peter W. Arzberger: Deploying Scientific Applications to the PRAGMA Grid Testbed: Strategies and Lessons. CCGRID 2006: 241-248
17	EE	Ji Zhu, Ang Guo, Zhonghua Lu, Yongwei Wu, Bin Shen, Xuebin Chi: Analysis of the Bioinformatics Grid Technique Applications in China. CCGRID 2006: 44
16	EE	Li Wang, Michael D. Gordon, Ji Zhu: Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning. ICDM 2006: 690-700
15	EE	Zhili Wu, Chun-hung Li, Ji Zhu, Jian Huang: A Semi-supervised SVM for Manifold Learning. ICPR (2) 2006: 490-493
2005
14	EE	Lacey Gunter, Ji Zhu: Computing the Solution Path for the Regularized Support Vector Regression. NIPS 2005
2004
13	EE	Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie: A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004
12	EE	Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. NIPS 2004
11	EE	James Mauro, Ji Zhu, Ira Pramanick: The System Recovery Benchmark. PRDC 2004: 271-280
10	EE	Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. Journal of Machine Learning Research 5: 1391-1415 (2004)
9	EE	Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting as a Regularized Path to a Maximum Margin Classifier. Journal of Machine Learning Research 5: 941-973 (2004)
2003
8	EE	Ira Pramanick, James Mauro, Ji Zhu: A System Recovery Benchmark for Clusters. CLUSTER 2003: 387-394
7	EE	Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting and support vector machines as optimal separators. DRR 2003: 1-7
6	EE	Ji Zhu, James Mauro, Ira Pramanick: Robustness Benchmarking for Hardware Maintenance Events. DSN 2003: 115-122
5	EE	Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani: 1-norm Support Vector Machines. NIPS 2003
4	EE	Saharon Rosset, Ji Zhu, Trevor Hastie: Margin Maximizing Loss Functions. NIPS 2003
2002
3	EE	Dong Tang, Ji Zhu, Roy Andrada: Automatic Generation of Availability Models in RAScad. DSN 2002: 488-494
2	EE	Ji Zhu, Trevor Hastie: Support Vector Machines, Kernel Logistic Regression and Boosting. Multiple Classifier Systems 2002: 16-26
2001
1	EE	Ji Zhu, Trevor Hastie: Kernel Logistic Regression and the Import Vector Machine. NIPS 2001: 1081-1088

Coauthor Index

1	David Abramson	[18]
2	Céline Amoreira	[18]
3	Roy Andrada	[3]
4	Peter W. Arzberger	[18]
5	Kim Baldridge	[18]
6	Xuebin Chi	[17]
7	Susumu Date	[18]
8	Michael D. Gordon	[16]
9	Lacey Gunter	[14] [19] [25]
10	Ang Guo	[17]
11	Trevor Hastie	[1] [2] [4] [5] [7] [9] [10] [12] [13]
12	Jian Huang	[15]
13	Suntae Hwang	[18]
14	Karpjoo Jeong	[18]
15	Hurng-Chun Lee	[18]
16	Chun-hung Li (Chun Hung Li)	[15]
17	Wilfred W. Li	[18]
18	Youjuan Li	[21]
19	Zhonghua Lu	[17] [18]
20	Amanda Lynch	[18]
21	James Mauro	[6] [8] [11]
22	Tomas E. Molina	[18]
23	Susan Murphy	[25]
24	Haruki Nakamura	[18]
25	Ira Pramanick	[6] [8] [11]
26	Saharon Rosset	[4] [5] [7] [9] [10] [12] [13] [24]
27	Bin Shen	[17]
28	Horng-Liang Shih	[18]
29	Nathan Srebro	[24]
30	Grzegorz Swirszcz	[24]
31	Hiroshi Takemiya	[18]
32	Dong Tang	[3]
33	Yusuke Tanimura	[18]
34	Robert Tibshirani	[5] [10] [12]
35	Chi-Wei Wang	[18]
36	Li Wang	[16] [23] [26]
37	Sijian Wang	[20]
38	Yongwei Wu	[17]
39	Zhi-Li Wu (Zhili Wu)	[15]
40	Hui Zou	[13] [22] [23] [26]

Colors in the list of coauthors