-
1
-
-
36749019495
-
Recovery algorithms for vector valued data with joint sparsity constraints
-
FORNASIER, M. and RAUHUT, H. (2008). Recovery algorithms for vector valued data with joint sparsity constraints. SIAM Journal of Numerical Analysis 46 577-613.
-
(2008)
SIAM Journal of Numerical Analysis
, vol.46
, pp. 577-613
-
-
Fornasier, M.1
Rauhut, H.2
-
2
-
-
0002432565
-
Multivariate adaptive regression splines
-
FRIEDMAN, J. H. (1991). Multivariate adaptive regression splines. The Annals of Statistics 19 1-67.
-
(1991)
The Annals of Statistics
, vol.19
, pp. 1-67
-
-
Friedman, J.H.1
-
3
-
-
0034954414
-
Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks
-
DOI 10.1038/89044
-
KHAN, J., WEI, J. S., RINGNER, M., SAA, L. H., LADANYI, M., WESTERMANN, F., BERTHOLD, F., SCHWAB, M., ANTONESCU, C. R., PETERSON, C. and MELTZER, P. S. (2001). Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks. Nature Medicine 7 673-679. (Pubitemid 32588022)
-
(2001)
Nature Medicine
, vol.7
, Issue.6
, pp. 673-679
-
-
Khan, J.1
Wei, J.S.2
Ringner, M.3
Saal, L.H.4
Ladanyi, M.5
Westermann, F.6
Berthold, F.7
Schwab, M.8
Antonescu, C.R.9
Peterson, C.10
Meltzer, P.S.11
-
4
-
-
21244437589
-
Sparse multinomial logistic regression: Fast algorithms and generalization bounds
-
DOI 10.1109/TPAMI.2005.127
-
KRISHNAPURAM, B., CARIN, L., FIGUEIREDO, M. and HARTEMINK, A. (2005). Sparse multinomial logistic regression: Fast algorithms and generalization bounds. IEEE Transactions on Pattern Analysis and Machine Intelligence 27 957-968. (Pubitemid 40889845)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.6
, pp. 957-968
-
-
Krishnapuram, B.1
Carin, L.2
Figueiredo, M.A.T.3
Hartemink, A.J.4
-
5
-
-
85161989288
-
SpAM: Sparse additive models
-
MIT Press
-
RAVIKUMAR, P., LIU, H., LAFFERTY, J. and WASSERMAN, L. (2007). SpAM: Sparse additive models. In Advances in Neural Information Processing Systems 20. MIT Press.
-
(2007)
Advances in Neural Information Processing Systems
, vol.20
-
-
Ravikumar, P.1
Liu, H.2
Lafferty, J.3
Wasserman, L.4
-
7
-
-
0037076272
-
Diagnosis of multiple cancer types by shrunken centroids of gene expression
-
DOI 10.1073/pnas.082099299
-
TIBSHIRANI, R., HASTIE, T., NARASIMHAN, B., and CHU, G. (2002). Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc Natl Acad Sci U.S.A. 99 6567-6572. (Pubitemid 34526173)
-
(2002)
Proceedings of the National Academy of Sciences of the United States of America
, vol.99
, Issue.10
, pp. 6567-6572
-
-
Tibshirani, R.1
Hastie, T.2
Narasimhan, B.3
Chu, G.4
-
8
-
-
30844445842
-
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
-
DOI 10.1016/j.sigpro.2005.05.030, PII S0165168405002227, Sparse Approximations in Signal and Image Processing
-
TROPP, J., GILBERT, A. C. and STRAUSS, M. J. (2006). Algorithms for simultaneous sparse approximation. Part II: Convex relaxation. Signal Processing 86 572-588. (Pubitemid 43106572)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 572-588
-
-
Tropp, J.A.1
Gilbert, A.C.2
Strauss, M.J.3
-
9
-
-
23844431650
-
Simultaneous variable selection
-
DOI 10.1198/004017005000000139
-
TURLACH, B., VENABLES, W. N. and WRIGHT, S. J. (2005). Simultaneous variable selection. Technometrics 27 349-363. (Pubitemid 41164070)
-
(2005)
Technometrics
, vol.47
, Issue.3
, pp. 349-363
-
-
Turlach, B.A.1
Venables, W.N.2
Wright, S.J.3
-
10
-
-
47749133494
-
Variable selection for the multicategory SVM via adaptive sup-norm regularization
-
ZHANG, H. H., LIU, Y., WU, Y. and ZHU, J. (2008). Variable selection for the multicategory SVM via adaptive sup-norm regularization. Electronic Journal of Statistics 2 149-1167.
-
(2008)
Electronic Journal of Statistics
, vol.2
, pp. 149-1167
-
-
Zhang, H.H.1
Liu, Y.2
Wu, Y.3
Zhu, J.4
-
11
-
-
70049094230
-
A probabilistic framework for multitask learning
-
Ph.D. thesis, Carnegie Mellon University
-
ZHANG, J. (2006). A probabilistic framework for multitask learning. Tech. Rep. CMU-LTI-06-006, Ph.D. thesis, Carnegie Mellon University.
-
(2006)
Tech. Rep. CMU-LTI-06-006
-
-
Zhang, J.1
|