2008 |
17 | EE | Trevor Hastie,
Jerome Friedman,
Robert Tibshirani:
Regularization paths and coordinate descent.
KDD 2008: 3 |
2007 |
16 | EE | Monica Nicolau,
Robert Tibshirani,
Anne-Lise Børresen-Dale,
Stefanie S. Jeffrey:
Disease-specific genomic analysis: identifying the signature of pathologic biology.
Bioinformatics 23(8): 957-965 (2007) |
2006 |
15 | EE | Robert Tibshirani:
A simple method for assessing sample sizes in microarray experiments.
BMC Bioinformatics 7: 106 (2006) |
2004 |
14 | EE | Pei Wang,
Young Kim,
Jonathan R. Pollack,
Robert Tibshirani:
Boosted PRIM with Application to Searching for Oncogenic Pathway of Lung Cancer.
CSB 2004: 604-609 |
13 | EE | Trevor Hastie,
Saharon Rosset,
Robert Tibshirani,
Ji Zhu:
The Entire Regularization Path for the Support Vector Machine.
NIPS 2004 |
12 | EE | Kamesh Munagala,
Robert Tibshirani,
Patrick O. Brown:
Cancer characterization and feature set extraction by discriminative margin clustering.
BMC Bioinformatics 5: 21 (2004) |
11 | EE | Robert Tibshirani,
Trevor Hastie,
Balasubramanian Narasimhan,
Scott Soltys,
Gongyi Shi,
Albert Koong,
Quynh-Thu Le:
Sample classification from protein mass spectrometry, by 'peak probability contrasts'.
Bioinformatics 20(17): 3034-3044 (2004) |
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) |
2003 |
9 | EE | Ji Zhu,
Saharon Rosset,
Trevor Hastie,
Robert Tibshirani:
1-norm Support Vector Machines.
NIPS 2003 |
8 | EE | Trevor Hastie,
Robert Tibshirani,
Jerome Friedman:
Note on "Comparison of Model Selection for Regression" by Vladimir Cherkassky and Yunqian Ma.
Neural Computation 15(7): 1477-1480 (2003) |
7 | EE | Eric Bair,
Robert Tibshirani:
Machine learning methods applied to DNA microarray data can improve the diagnosis of cancer.
SIGKDD Explorations 5(2): 48-55 (2003) |
2002 |
6 | EE | Trevor Hastie,
Robert Tibshirani:
Independent Components Analysis through Product Density Estimation.
NIPS 2002: 649-656 |
2001 |
5 | | Olga G. Troyanskaya,
Michael Cantor,
Gavin Sherlock,
Patrick O. Brown,
Trevor Hastie,
Robert Tibshirani,
David Botstein,
Russ B. Altman:
Missing value estimation methods for DNA microarrays.
Bioinformatics 17(6): 520-525 (2001) |
1997 |
4 | | Trevor Hastie,
Robert Tibshirani:
Classification by Pairwise Coupling.
NIPS 1997 |
1996 |
3 | EE | Trevor Hastie,
Robert Tibshirani:
Discriminant Adaptive Nearest Neighbor Classification.
IEEE Trans. Pattern Anal. Mach. Intell. 18(6): 607-616 (1996) |
1995 |
2 | | Trevor Hastie,
Robert Tibshirani:
Discriminant Adaptive Nearest Neighbor Classification.
KDD 1995: 142-149 |
1 | EE | Trevor Hastie,
Robert Tibshirani:
Discriminant Adaptive Nearest Neighbor Classification and Regression.
NIPS 1995: 409-415 |