-
1
-
-
70349152160
-
An improved approximation algorithm for the column subset selection problem
-
New York, NY
-
C. Boutsidis, M. W. Mahoney, and P. Drineas. An improved approximation algorithm for the column subset selection problem. In SODA, pages 968-977, New York, NY, 2009.
-
(2009)
SODA
, pp. 968-977
-
-
Boutsidis, C.1
Mahoney, M.W.2
Drineas, P.3
-
2
-
-
57049122980
-
Algorithms for subset selection in linear regression
-
Victoria, Canada
-
A. Das and D. Kempe. Algorithms for subset selection in linear regression. In STOC, pages 45-54, Victoria, Canada, 2008.
-
(2008)
STOC
, pp. 45-54
-
-
Das, A.1
Kempe, D.2
-
3
-
-
80053452142
-
Submodular meets spectral: Greedy algorithms for subset selection, sparse approximation and dictionary selection
-
Bellevue, WA
-
A. Das and D. Kempe. Submodular meets spectral: Greedy algorithms for subset selection, sparse approximation and dictionary selection. In ICML, pages 1057-1064, Bellevue, WA, 2011.
-
(2011)
ICML
, pp. 1057-1064
-
-
Das, A.1
Kempe, D.2
-
4
-
-
0031541839
-
Adaptive greedy approximations
-
G. Davis, S. Mallat, and M. Avellaneda. Adaptive greedy approximations. Constructive Approximation, 13(1):57-98, 1997.
-
(1997)
Constructive Approximation
, vol.13
, Issue.1
, pp. 57-98
-
-
Davis, G.1
Mallat, S.2
Avellaneda, M.3
-
5
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demšar. Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7:1-30, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demšar, J.1
-
7
-
-
33144483155
-
Stable recovery of sparse overcomplete representations in the presence of noise
-
D. L. Donoho, M. Elad, and V. N. Temlyakov. Stable recovery of sparse overcomplete representations in the presence of noise. IEEE Transactions on Information Theory, 52(1):6-18, 2006.
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.1
, pp. 6-18
-
-
Donoho, D.L.1
Elad, M.2
Temlyakov, V.N.3
-
8
-
-
1542784498
-
Variable selection via nonconcave penalized likelihood and its oracle properties
-
J. Fan and R. Li. Variable selection via nonconcave penalized likelihood and its oracle properties. Journal of the American Statistical Association, 96(456):1348-1360, 2001.
-
(2001)
Journal of the American Statistical Association
, vol.96
, Issue.456
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
9
-
-
0037740006
-
Approximation of functions over redundant dictionaries using coherence
-
Baltimore, MD
-
A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss. Approximation of functions over redundant dictionaries using coherence. In SODA, pages 243-252, Baltimore, MD, 2003.
-
(2003)
SODA
, pp. 243-252
-
-
Gilbert, A.C.1
Muthukrishnan, S.2
Strauss, M.J.3
-
10
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik. Gene selection for cancer classification using support vector machines. Machine Learning, 46(1-3):389-422, 2002.
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
13
-
-
0029291966
-
Sparse approximate solutions to linear systems
-
B. K. Natarajan. Sparse approximate solutions to linear systems. SIAM Journal on Computing, 24(2):227-234, 1995.
-
(1995)
SIAM Journal on Computing
, vol.24
, Issue.2
, pp. 227-234
-
-
Natarajan, B.K.1
-
14
-
-
84885898341
-
An analysis on recombination in multi-objective evolutionary optimization
-
C. Qian, Y. Yu, and Z.-H. Zhou. An analysis on recombination in multi-objective evolutionary optimization. Artificial Intelligence, 204:99-119, 2013.
-
(2013)
Artificial Intelligence
, vol.204
, pp. 99-119
-
-
Qian, C.1
Yu, Y.2
Zhou, Z.-H.3
-
15
-
-
84949752590
-
On constrained Boolean Pareto optimization
-
Buenos Aires, Argentina
-
C. Qian, Y. Yu, and Z.-H. Zhou. On constrained Boolean Pareto optimization. In IJCAI, pages 389-395, Buenos Aires, Argentina, 2015.
-
(2015)
IJCAI
, pp. 389-395
-
-
Qian, C.1
Yu, Y.2
Zhou, Z.-H.3
-
16
-
-
84949912487
-
Pareto ensemble pruning
-
Austin, TX
-
C. Qian, Y. Yu, and Z.-H. Zhou. Pareto ensemble pruning. In AAAI, pages 2935-2941, Austin, TX, 2015.
-
(2015)
AAAI
, pp. 2935-2941
-
-
Qian, C.1
Yu, Y.2
Zhou, Z.-H.3
-
17
-
-
84920973666
-
Matching pursuit LASSO Part I: Sparse recovery over big dictionary
-
M. Tan, I. Tsang, and L. Wang. Matching pursuit LASSO Part I: Sparse recovery over big dictionary. IEEE Transactions on Signal Processing, 63(3):727-741, 2015.
-
(2015)
IEEE Transactions on Signal Processing
, vol.63
, Issue.3
, pp. 727-741
-
-
Tan, M.1
Tsang, I.2
Wang, L.3
-
19
-
-
5444237123
-
Greed is good: Algorithmic results for sparse approximation
-
J. A. Tropp. Greed is good: Algorithmic results for sparse approximation. IEEE Transactions on Information Theory, 50(10):2231-2242, 2004.
-
(2004)
IEEE Transactions on Information Theory
, vol.50
, Issue.10
, pp. 2231-2242
-
-
Tropp, J.A.1
-
20
-
-
0345529039
-
Improved sparse approximation over quasiincoherent dictionaries
-
Barcelona, Spain
-
J. A. Tropp, A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss. Improved sparse approximation over quasiincoherent dictionaries. In ICIP, pages 37-40, Barcelona, Spain, 2003.
-
(2003)
ICIP
, pp. 37-40
-
-
Tropp, J.A.1
Gilbert, A.C.2
Muthukrishnan, S.3
Strauss, M.J.4
-
21
-
-
84880741411
-
A proximal-gradient homotopy method for the sparse least-squares problem
-
L. Xiao and T. Zhang. A proximal-gradient homotopy method for the sparse least-squares problem. SIAM Journal on Optimization, 23(2):1062-1091, 2013.
-
(2013)
SIAM Journal on Optimization
, vol.23
, Issue.2
, pp. 1062-1091
-
-
Xiao, L.1
Zhang, T.2
-
22
-
-
84862795189
-
On the approximation ability of evolutionary optimization with application to minimum set cover
-
Y. Yu, X. Yao, and Z.-H. Zhou. On the approximation ability of evolutionary optimization with application to minimum set cover. Artificial Intelligence, 180-181:20-33, 2012.
-
(2012)
Artificial Intelligence
, vol.180-181
, pp. 20-33
-
-
Yu, Y.1
Yao, X.2
Zhou, Z.-H.3
-
23
-
-
55749089877
-
On the usefulness of infeasible solutions in evolutionary search: A theoretical study
-
Hong Kong, China
-
Y. Yu and Z.-H. Zhou. On the usefulness of infeasible solutions in evolutionary search: A theoretical study. In IEEE CEC, pages 835-840, Hong Kong, China, 2008.
-
(2008)
IEEE CEC
, pp. 835-840
-
-
Yu, Y.1
Zhou, Z.-H.2
-
24
-
-
77649284492
-
Nearly unbiased variable selection under minimax concave penalty
-
C.-H. Zhang. Nearly unbiased variable selection under minimax concave penalty. The Annals of Statistics, 38(2):894-942, 2010.
-
(2010)
The Annals of Statistics
, vol.38
, Issue.2
, pp. 894-942
-
-
Zhang, C.-H.1
-
25
-
-
64149088421
-
On the consistency of feature selection using greedy least squares regression
-
T. Zhang. On the consistency of feature selection using greedy least squares regression. Journal of Machine Learning Research, 10:555-568, 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 555-568
-
-
Zhang, T.1
-
26
-
-
79959549699
-
Adaptive forward-backward greedy algorithm for learning sparse representations
-
T. Zhang. Adaptive forward-backward greedy algorithm for learning sparse representations. IEEE Transactions on Information Theory, 57(7):4689-4708, 2011.
-
(2011)
IEEE Transactions on Information Theory
, vol.57
, Issue.7
, pp. 4689-4708
-
-
Zhang, T.1
|