-
1
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
June
-
U. Alon, N. Barkai, D. A. Notterman, K. Gish, S. Ybarra, D. Mack, and A. J. Levine. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc. Natl. Acad. Sci. USA, 96:6745-6750, June 1999.
-
(1999)
Proc. Natl. Acad. Sci. USA
, vol.96
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Ybarra, S.5
MacK, D.6
Levine, A.J.7
-
3
-
-
21644465788
-
Local minima and convergence in low-rank semidefinite programming
-
S. Burer and R.D.C Monteiro. Local minima and convergence in low-rank semidefinite programming. Mathematical Programming, 103(3):427-444, 2005.
-
(2005)
Mathematical Programming
, vol.103
, Issue.3
, pp. 427-444
-
-
Burer, S.1
Monteiro, R.D.C.2
-
4
-
-
1542307068
-
A computational study of a gradient-based log-barrier algorithm for a class of large-scale sdps
-
S. Burer, R.D.C. Monteiro, and Y. Zhang. A computational study of a gradient-based log-barrier algorithm for a class of large-scale sdps. Mathematical Programming, 95(2):359-379, 2003.
-
(2003)
Mathematical Programming
, vol.95
, Issue.2
, pp. 359-379
-
-
Burer, S.1
Monteiro, R.D.C.2
Zhang, Y.3
-
5
-
-
12344268988
-
Uncertain convex programs: Randomized solutions and confidence levels
-
G. Calafiore and M.C. Campi. Uncertain convex programs: randomized solutions and confidence levels. Mathematical Programming, 102(1):25-46, 2005.
-
(2005)
Mathematical Programming
, vol.102
, Issue.1
, pp. 25-46
-
-
Calafiore, G.1
Campi, M.C.2
-
6
-
-
58449103618
-
Coresets sparse greedy approximation, and the frank-wolfe algorithm
-
K. Clarkson. Coresets, sparse greedy approximation, and the frank-wolfe algorithm. In Symposium on Discrete Algorithms (SODA), 2008.
-
(2008)
Symposium on Discrete Algorithms (SODA)
-
-
Clarkson, K.1
-
8
-
-
34548514458
-
A direct formulation for sparse pca using semidefinite programming
-
A. d'Aspremont, L. El Ghaoui, M. I. Jordan, and G. R. G. Lanckriet. A direct formulation for sparse pca using semidefinite programming. SIAM Review, 49(3):434-448, 2007.
-
(2007)
SIAM Review
, vol.49
, Issue.3
, pp. 434-448
-
-
D'aspremont, A.1
El Ghaoui, L.2
Jordan, M.I.3
Lanckriet, G.R.G.4
-
11
-
-
22644437530
-
A cutting plane algorithm for large scale semidefinite relaxations
-
Martin Grötschel, editor, chapter 15. MPS/SIAM series on optimization
-
C. Helmberg. A cutting plane algorithm for large scale semidefinite relaxations. In Martin Grötschel, editor, The sharpest cut, chapter 15. MPS/SIAM series on optimization, 2001.
-
(2001)
The Sharpest Cut
-
-
Helmberg, C.1
-
12
-
-
0034415006
-
A spectral bundle method for semidefinite programming
-
C. Helmberg and F. Rendl. A spectral bundle method for semidefinite programming. SIAM Journal on Optimization archive, 10(3):673-696, 1999.
-
(1999)
SIAM Journal on Optimization Archive
, vol.10
, Issue.3
, pp. 673-696
-
-
Helmberg, C.1
Rendl, F.2
-
13
-
-
0000796112
-
A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training
-
March
-
L. K. Jones. A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training. The Annals of Statistics, 20(1):608-613, March 1992.
-
(1992)
The Annals of Statistics
, vol.20
, Issue.1
, pp. 608-613
-
-
Jones, L.K.1
-
14
-
-
8844278523
-
Learning the kernel matrix with semidefinite programming
-
December
-
G. R. G. Lanckriet, N. Cristianini, P. Bartlett, L. El Ghaoui, and M. I. Jordan. Learning the kernel matrix with semidefinite programming. Journal of Machine Learning Research (JMLR), 5:27-72, December 2004.
-
(2004)
Journal of Machine Learning Research (JMLR)
, vol.5
, pp. 27-72
-
-
Lanckriet, G.R.G.1
Cristianini, N.2
Bartlett, P.3
El Ghaoui, L.4
Jordan, M.I.5
-
15
-
-
37249086892
-
Fast algorithms for logconcave functions: Sampling, rounding, integration and optimization
-
L. Lovász and S. Vempala. Fast algorithms for logconcave functions: Sampling, rounding, integration and optimization. In Foundations of Computer Science (FOCS), 2006.
-
(2006)
Foundations of Computer Science (FOCS)
-
-
Lovász, L.1
Vempala, S.2
-
16
-
-
70450197241
-
Robust stochastic approximation approach to stochastic programming
-
A. Nemirovski, A. Juditsky, G. Lan, and A. Shapiro. Robust stochastic approximation approach to stochastic programming. SIAM Journal on Optimization, 19(4):1574-1609, 2009.
-
(2009)
SIAM Journal on Optimization
, vol.19
, Issue.4
, pp. 1574-1609
-
-
Nemirovski, A.1
Juditsky, A.2
Lan, G.3
Shapiro, A.4
-
17
-
-
17444406259
-
Smooth minimization of non-smooth functions
-
May
-
Y Nesterov. Smooth minimization of non-smooth functions. Mathematical Programming, 103(1):127-152, May 2005.
-
(2005)
Mathematical Programming
, vol.103
, Issue.1
, pp. 127-152
-
-
Nesterov, Y.1
-
18
-
-
33947732413
-
Smoothing technique and its applications in semidefinite optimization
-
July
-
Y. Nesterov. Smoothing technique and its applications in semidefinite optimization. Mathematical Programming, 110(2):245-259, July 2007.
-
(2007)
Mathematical Programming
, vol.110
, Issue.2
, pp. 245-259
-
-
Nesterov, Y.1
-
19
-
-
70049105714
-
Joint covariate selection and joint subspace selection for multiple classification problems
-
G. Obozinski, B. Taskar, and M. I. Jordan. Joint covariate selection and joint subspace selection for multiple classification problems. Statistics and Computing, pages 1573-1375, 2009.
-
(2009)
Statistics and Computing
, pp. 1573-1375
-
-
Obozinski, G.1
Taskar, B.2
Jordan, M.I.3
-
24
-
-
84879571292
-
Distance metric learning, with application to clustering with side-information
-
E. Xing, A. Ng, M. Jordan, and S. Russell. Distance metric learning, with application to clustering with side-information. In Advances in Neural Information Processing Systems (NIPS), 2003.
-
(2003)
Advances in Neural Information Processing Systems (NIPS)
-
-
Xing, E.1
Ng, A.2
Jordan, M.3
Russell, S.4
|