-
1
-
-
34547198396
-
Algorithms and applications for approximate nonnegative matrix factorization
-
Berry M W, Browne M, Langville A N, Pauca V P, Plemmons R J. Algorithms and applications for approximate nonnegative matrix factorization. Comput Statist Data Anal, 2007, 52(1): 155-173.
-
(2007)
Comput Statist Data Anal
, vol.52
, Issue.1
, pp. 155-173
-
-
Berry, M.W.1
Browne, M.2
Langville, A.N.3
Pauca, V.P.4
Plemmons, R.J.5
-
3
-
-
33746874045
-
Semidefinite programming based algorithms for sensor network localization
-
Biswas P, Lian T C, Wang T C, Ye Y. Semidefinite programming based algorithms for sensor network localization. ACM Trans Sensor Networks, 2006, 2(2): 188-220.
-
(2006)
ACM Trans Sensor Networks
, vol.2
, Issue.2
, pp. 188-220
-
-
Biswas, P.1
Lian, T.C.2
Wang, T.C.3
Ye, Y.4
-
4
-
-
77951291046
-
A singular value thresholding algorithm for matrix completion export
-
Cai J F, Candes E J, Shen Z. A singular value thresholding algorithm for matrix completion export. SIAM J Optim, 2010, 20: 1956-1982.
-
(2010)
SIAM J Optim
, vol.20
, pp. 1956-1982
-
-
Cai, J.F.1
Candes, E.J.2
Shen, Z.3
-
5
-
-
79960675858
-
Robust principal component analysis?
-
Cand'es E J, Li X, Ma Y, Wright J. Robust principal component analysis? J ACM, 2011, 58(3): 11.
-
(2011)
J ACM
, vol.58
, Issue.3
, pp. 11
-
-
Cand'es, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
6
-
-
71049116435
-
Exact matrix completion via convex optimization
-
Cand'es E J, Recht B. Exact matrix completion via convex optimization. Found Comput Math, 2009, 9(6): 717-772.
-
(2009)
Found Comput Math
, vol.9
, Issue.6
, pp. 717-772
-
-
Cand'es, E.J.1
Recht, B.2
-
7
-
-
77951528523
-
The power of convex relaxation: Near-optimal matrix completion
-
Cand'es E J, Tao T. The power of convex relaxation: Near-optimal matrix completion. IEEE Trans Inform Theory, 2010, 56(5): 2053-2080.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.5
, pp. 2053-2080
-
-
Cand'es, E.J.1
Tao, T.2
-
8
-
-
47649121474
-
Advances in Nonnegative Matrix and Tensor Factorization
-
New York: Hindawi Publishing Corporation
-
Cichocki A, Morup M, Smaragdis P, Wang W, Zdunek R. Advances in Nonnegative Matrix and Tensor Factorization. Computational Intelligence Neuroscience. New York: Hindawi Publishing Corporation, 2008.
-
(2008)
Computational Intelligence Neuroscience
-
-
Cichocki, A.1
Morup, M.2
Smaragdis, P.3
Wang, W.4
Zdunek, R.5
-
9
-
-
84891283756
-
-
Hoboken: John Wiley & Sons, Ltd
-
Cichocki A, Zdunek R, Phan A H, Amari S. Nonnegative Matrix and Tensor Factorizations-Applications to Exploratory Multiway Data Analysis and Blind Source Separation. Hoboken: John Wiley & Sons, Ltd, 2009.
-
(2009)
Nonnegative Matrix and Tensor Factorizations-Applications to Exploratory Multiway Data Analysis and Blind Source Separation
-
-
Cichocki, A.1
Zdunek, R.2
Phan, A.H.3
Amari, S.4
-
11
-
-
0002211517
-
A dual algorithm for the solution of nonlinear variational problems via finite element approximation
-
Gabay D, Mercier B. A dual algorithm for the solution of nonlinear variational problems via finite element approximation. Comput Math Appl, 1976, 2(1): 17-40.
-
(1976)
Comput Math Appl
, vol.2
, Issue.1
, pp. 17-40
-
-
Gabay, D.1
Mercier, B.2
-
12
-
-
0016536442
-
Sur lapproximation par elements finis dordre un, et la resolution par penalisation-dualite dune classe de problemes de Dirichlet nonlineaires
-
Glowinski R, Marrocco A. Sur lapproximation par elements finis dordre un, et la resolution par penalisation-dualite dune classe de problemes de Dirichlet nonlineaires. Rev Francaise dAut Inf Rech Oper, 1975, 41-76.
-
(1975)
Rev Francaise dAut Inf Rech Oper
, pp. 41-76
-
-
Glowinski, R.1
Marrocco, A.2
-
13
-
-
84976668719
-
Using collaborative filtering to weave an information tapestry
-
Goldberg D, Nichols D, Oki B M, Terry D. Using collaborative filtering to weave an information tapestry. Commun ACM, 1992, 35(12): 61-70.
-
(1992)
Commun ACM
, vol.35
, Issue.12
, pp. 61-70
-
-
Goldberg, D.1
Nichols, D.2
Oki, B.M.3
Terry, D.4
-
14
-
-
77949594951
-
-
In: Proceedings of 47th Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois
-
Goldfarb D, Ma S, Wen Z. Solving low-rank matrix completion problems efficiently. In: Proceedings of 47th Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois. 2009.
-
(2009)
Solving low-rank matrix completion problems efficiently
-
-
Goldfarb, D.1
Ma, S.2
Wen, Z.3
-
15
-
-
0033904057
-
On the convergence of the block nonlinear Gauss-Seidel method under convex constraints
-
Grippo L, Sciandrone M. On the convergence of the block nonlinear Gauss-Seidel method under convex constraints. Oper Res Lett, 2000, 26(3): 127-136.
-
(2000)
Oper Res Lett
, vol.26
, Issue.3
, pp. 127-136
-
-
Grippo, L.1
Sciandrone, M.2
-
16
-
-
69649095451
-
1-minimization: methodology and convergence
-
1-minimization: methodology and convergence. SIAM J Optim, 2008, 19(3): 1107-1130.
-
(2008)
SIAM J Optim
, vol.19
, Issue.3
, pp. 1107-1130
-
-
Hale, E.T.1
Yin, W.2
Zhang, Y.3
-
17
-
-
0014604308
-
Multiplier and gradient methods
-
Hestenes M R. Multiplier and gradient methods. J Optim Theory Appl, 1969, 4(5): 303-320.
-
(1969)
J Optim Theory Appl
, vol.4
, Issue.5
, pp. 303-320
-
-
Hestenes, M.R.1
-
18
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee D D, Seung H S. Learning the parts of objects by non-negative matrix factorization. Nature, 1999, 401(6755): 788-791.
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
19
-
-
84898964201
-
Algorithms for non-negative matrix factorization
-
Lee D D, Seung H S. Algorithms for non-negative matrix factorization. Adv Neural Inf Process Syst, 2001, 13: 556-562.
-
(2001)
Adv Neural Inf Process Syst
, vol.13
, pp. 556-562
-
-
Lee, D.D.1
Seung, H.S.2
-
20
-
-
72549110327
-
Interior-point method for nuclear norm approximation with application to system identification
-
Liu Z, Vandenberghe L. Interior-point method for nuclear norm approximation with application to system identification. SIAM J Matrix Anal Appl, 2009, 31(3): 1235-1256.
-
(2009)
SIAM J Matrix Anal Appl
, vol.31
, Issue.3
, pp. 1235-1256
-
-
Liu, Z.1
Vandenberghe, L.2
-
21
-
-
79957957723
-
Fixed point and Bregman iterative methods for matrix rank minimization
-
Ma S, Goldfarb D, Chen L. Fixed point and Bregman iterative methods for matrix rank minimization. Math Program, Ser A, 2011, 128(1-2): 321-353.
-
(2011)
Math Program, Ser A
, vol.128
, Issue.1-2
, pp. 321-353
-
-
Ma, S.1
Goldfarb, D.2
Chen, L.3
-
22
-
-
0030954231
-
Least squares formulation of robust non-negative factor analysis
-
Paatero P. Least squares formulation of robust non-negative factor analysis. Chemometrics Intell Lab Syst, 1997, 37(1): 23-35.
-
(1997)
Chemometrics Intell Lab Syst
, vol.37
, Issue.1
, pp. 23-35
-
-
Paatero, P.1
-
23
-
-
0033275630
-
The multilinear engine: A table-driven, least squares program for solving multilinear problems, including the n-way parallel factor analysis model
-
Paatero P. The multilinear engine: A table-driven, least squares program for solving multilinear problems, including the n-way parallel factor analysis model. J Comput Graph Statist, 1999, 8(4): 854-888.
-
(1999)
J Comput Graph Statist
, vol.8
, Issue.4
, pp. 854-888
-
-
Paatero, P.1
-
24
-
-
0028561099
-
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
-
Paatero P, Tapper U. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics, 1994, 5(2): 111-126.
-
(1994)
Environmetrics
, vol.5
, Issue.2
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
25
-
-
0002380692
-
A method for nonlinear constraints in minimization problems
-
R. Fletcher (Ed.), New York: Academic Press
-
Powell M J D. A method for nonlinear constraints in minimization problems. In: Fletcher R, ed. Optimization. New York: Academic Press, 1969, 283-298.
-
(1969)
Optimization
, pp. 283-298
-
-
Powell, M.J.D.1
-
26
-
-
78549288866
-
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
-
Recht B, Fazel M, Parrilo P A. Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization. SIAM Review, 2010, 52(3): 471-501.
-
(2010)
SIAM Review
, vol.52
, Issue.3
, pp. 471-501
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.A.3
-
27
-
-
34250427726
-
The multiplier method of Hestenes and Powell applied to convex programming
-
Rockafellar R T. The multiplier method of Hestenes and Powell applied to convex programming. J Optim Theory Appl, 1973, 12(6): 555-562.
-
(1973)
J Optim Theory Appl
, vol.12
, Issue.6
, pp. 555-562
-
-
Rockafellar, R.T.1
-
28
-
-
85012251675
-
A new alternating minimization algorithm for total variation image reconstruction
-
Wang Y, Yang J, Yin W, Zhang Y. A new alternating minimization algorithm for total variation image reconstruction. SIAM J Imaging Sci, 2008, 1(3): 248-272.
-
(2008)
SIAM J Imaging Sci
, vol.1
, Issue.3
, pp. 248-272
-
-
Wang, Y.1
Yang, J.2
Yin, W.3
Zhang, Y.4
-
29
-
-
79952297247
-
Alternating direction augmented Lagrangian methods for semidefinite programming
-
Wen Z, Goldfarb D, Yin W. Alternating direction augmented Lagrangian methods for semidefinite programming. Math Program Comput, 2010, 2(3-4): 203-230.
-
(2010)
Math Program Comput
, vol.2
, Issue.3-4
, pp. 203-230
-
-
Wen, Z.1
Goldfarb, D.2
Yin, W.3
-
30
-
-
79951629197
-
Solving a low-rank factorization model for matrix completion by a non-linear successive over-relaxation algorithm
-
Wen Z, Yin W, Zhang Y. Solving a low-rank factorization model for matrix completion by a non-linear successive over-relaxation algorithm. Rice Univ CAAM Technical Report TR 10-07, 2010.
-
(2010)
Rice Univ CAAM Technical Report TR 10-07
-
-
Wen, Z.1
Yin, W.2
Zhang, Y.3
-
31
-
-
84877286728
-
Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization
-
(to appear)
-
Yang J, Yuan X. Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization. Math Comp (to appear).
-
Math Comp
-
-
Yang, J.1
Yuan, X.2
-
32
-
-
76149100480
-
An efficient TVL1 algorithm for deblurring multichannel images corrupted by impulsive noise
-
Yang J, Zhang Y, Yin W. An efficient TVL1 algorithm for deblurring multichannel images corrupted by impulsive noise. SIAM J Sci Comput, 2008, 31: 2842-2865.
-
(2008)
SIAM J Sci Comput
, vol.31
, pp. 2842-2865
-
-
Yang, J.1
Zhang, Y.2
Yin, W.3
-
34
-
-
84862797996
-
An alternating direction algorithm for nonnegative matrix factorization
-
Zhang Y. An alternating direction algorithm for nonnegative matrix factorization. Rice Technical Report TR 10-03, 2010.
-
(2010)
Rice Technical Report TR 10-03
-
-
Zhang, Y.1
|