-
1
-
-
41549101939
-
Model selection through sparse maximum likelihood estimation
-
Banerjee, O., El Ghaoui, L., d'Aspremont, A.: Model selection through sparse maximum likelihood estimation. J. Mach. Learn. Res. 9, 485-516 (2008)
-
(2008)
Mach. Learn. Res
, Issue.9
, pp. 485-516
-
-
Banerjee, O.1
El Ghaoui, L.2
D'Aspremont, A.3
-
2
-
-
0035351666
-
A weak-to-strong convergence principle for fejér-monotone methods in hilbert spaces
-
Bauschke, H.H., Combettes, P.L.: A weak-to-strong convergence principle for Fejér-monotone methods in Hilbert spaces. Math. Oper. Res. 26(2), 248-264 (2001)
-
(2001)
Math. Oper. Res
, vol.26
, Issue.2
, pp. 248-264
-
-
Bauschke, H.H.1
Combettes, P.L.2
-
3
-
-
59749104367
-
From sparse solutions of systems of equations to sparse modeling of signals and images
-
Bruckstein, A.M., Donoho, D.L., Elad, M.: From sparse solutions of systems of equations to sparse modeling of signals and images. SIAM Rev. 51(1), 34-81 (2009)
-
(2009)
SIAM Rev
, vol.51
, Issue.1
, pp. 34-81
-
-
Bruckstein, A.M.1
Donoho, D.L.2
Elad, M.3
-
5
-
-
61849097176
-
First-order methods for sparse covariance selection
-
d'Aspremont, A., Banerjee, O., El Ghaoui, L.: First-order methods for sparse covariance selection. SIAM J. Matrix Anal. Appl. 30(1), 56-66 (2008)
-
(2008)
SIAM J. Matrix Anal. Appl
, vol.1
, Issue.30
, pp. 56-66
-
-
D'Aspremont, A.1
Banerjee, O.2
El Ghaoui, L.3
-
6
-
-
0001038826
-
Covariance selection
-
Dempster, A.: Covariance selection. Biometrics 28, 157-175 (1972)
-
(1972)
Biometrics
, vol.28
, pp. 157-175
-
-
Dempster, A.1
-
7
-
-
0000557888
-
Some reformulation and applications of the alternating directions method of multipliers
-
In: Hager, W.W., et al.eds Kluwer Academic, Norwell
-
Eckstein, J., Fukushima, M.: Some reformulation and applications of the alternating directions method of multipliers. In: Hager, W.W., et al. (eds.) Large Scale Optimization: State of the Art, 115-134. Kluwer Academic, Norwell (1994)
-
(1994)
Large Scale Optimization: State Of The Art
, pp. 115-134
-
-
Eckstein, J.1
Fukushima, M.2
-
8
-
-
0034853839
-
A rank minimization heuristic with application to minimum order system approximation
-
Fazel, M., Hindi, H., Boyd, S.: A rank minimization heuristic with application to minimum order system approximation. Proc. Am. Control Conf. 6, 4734-4739 (2001)
-
(2001)
Proc. Am. Control Conf
, vol.6
, pp. 4734-4739
-
-
Fazel, M.1
Hindi, H.2
Boyd, S.3
-
9
-
-
0002788352
-
Application of the alternating direction method of multipliers to separable convex programming problems
-
Fukushima, M.: Application of the alternating direction method of multipliers to separable convex programming problems. Comput. Optim. Appl. 1, 93-111 (1992)
-
(1992)
Comput. Optim. Appl
, vol.1
, pp. 93-111
-
-
Fukushima, M.1
-
10
-
-
77957064934
-
Application of the method of multipliers to variational inequalities
-
In: Fortin,M., Glowinski, R. (eds.) North-Holland, Amsterdam
-
Gabay, D.: Application of the method of multipliers to variational inequalities. In: Fortin,M., Glowinski, R. (eds.) Augmented Lagrangian methods: Application to the Numerical Solution of Boundary-Value Problem, 299-331. North-Holland, Amsterdam (1983)
-
(1983)
Augmented Lagrangian Methods: Application to the numerical solution of boundary-value problem
, pp. 299-331
-
-
Gabay, D.1
-
11
-
-
0002211517
-
A dual algorithm for the solution of nonlinear variational problems via finite element approximations
-
Gabay, D., Mercier, B.: A dual algorithm for the solution of nonlinear variational problems via finite element approximations. Comput. Math. Appl. 2, 17-40 (1976)
-
(1976)
Comput. Math. Appl
, vol.2
, pp. 17-40
-
-
Gabay, D.1
Mercier, B.2
-
13
-
-
0004236492
-
-
3rd edn The Johns Hopkins University Press, Baltimore
-
Golub, G.H., van Loan, C.F.: Matrix Computation, 3rd edn. The Johns Hopkins University Press, Baltimore (1996)
-
(1996)
Matrix Computation
-
-
Golub, G.H.1
Van Loan, C.F.2
-
14
-
-
0242462717
-
A new inexact alternating directions method for monotone variational inequalities
-
He, B.S., Liao, L.Z., Han, D., Yang, H.: A new inexact alternating directions method for monotone variational inequalities. Math. Program. 92, 103-118 (2002)
-
(2002)
Math. Program
, vol.92
, pp. 103-118
-
-
He, B.S.1
Liao, L.Z.2
Han, D.3
Yang, H.4
-
15
-
-
0032178315
-
Some convergence properties of a method of multipliers for linearly constrained monotone variational inequalities
-
He, B.S., Yang, H.: Some convergence properties of a method of multipliers for linearly constrained monotone variational inequalities. Oper. Res. Lett. 23, 151-161 (1998)
-
(1998)
Oper. Res. Lett
, vol.23
, pp. 151-161
-
-
He, B.S.1
Yang, H.2
-
16
-
-
77955510132
-
The fourth paradigm: Data-intensive scientific discovery
-
Hey, T., Tansley, S., Tolle, K.: The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research (2009)
-
(2009)
Microsoft Research
-
-
Hey, T.1
Tansley, S.2
Tolle, K.3
-
17
-
-
0014604308
-
Multiplier and gradient methods
-
Hestenes, M.R.: Multiplier and gradient methods. J. Optim. Theory Appl. 4, 303-320 (1969)
-
(1969)
J. Optim. Theory Appl
, vol.4
, pp. 303-320
-
-
Hestenes, M.R.1
-
18
-
-
0034616930
-
Functional discovery via a compendium of expression profiles
-
Hughes, T.R., Marton, M.J., Jones, A.R., Roberts, C.J., Stoughton, R., Armour, C.D., Bennett, H.A., Coffey, E., Dai, H., He, Y.D., Kidd, M.J., King, A.M., Meyer, M.R., Slade, D., Lum, P.Y., Stepaniants, S.B., Shoemaker, D.D., Gachotte, D., Chakraburtty, K., Simon, J., Bard, M., Friend, S.H.: Functional discovery via a compendium of expression profiles. Cell 102(1), 109-126 (2000)
-
(2000)
Cell
, vol.102
, Issue.1
, pp. 109-126
-
-
Hughes, T.R.1
Marton, M.J.2
Jones, A.R.3
Roberts, C.J.4
Stoughton, R.5
Armour, C.D.6
Bennett, H.A.7
Coffey, E.8
Dai, H.9
He, Y.D.10
Kidd, M.J.11
King, A.M.12
Meyer, M.R.13
Slade, D.14
Lum, P.Y.15
Stepaniants, S.B.16
Shoemaker, D.D.17
Gachotte, D.18
Chakraburtty, K.19
Simon, J.20
Bard, M.21
Friend, S.H.22
more..
-
19
-
-
0002202679
-
A variable-penalty alternating directions method for convex optimization
-
Kontogiorgis, S.,Meyer, R.R.: A variable-penalty alternating directions method for convex optimization. Math. Program. 83, 29-53 (1998)
-
(1998)
Math. Program
, vol.83
, pp. 29-53
-
-
Kontogiorgis, S.1
Meyer, R.R.2
-
20
-
-
84860633052
-
An inexact interior point method for l1-regularized sparse covariance selection
-
Li, L., Toh, K.C.: An inexact interior point method for l1-regularized sparse covariance selection. Math. Program. Comput. 2, 291-315 (2010)
-
(2010)
Math. Program. Comput
, vol.2
, pp. 291-315
-
-
Li, L.1
Toh, K.C.2
-
21
-
-
70450200096
-
Smooth optimization approach for sparse covariance selection
-
Lu, Z.: Smooth optimization approach for sparse covariance selection. SIAM J. Control Optim. 19(4), 1807-1827 (2009)
-
(2009)
SIAM J. Control Optim
, vol.19
, Issue.4
, pp. 1807-1827
-
-
Lu, Z.1
-
22
-
-
41149111051
-
The liver pharmacological and xenobiotic gene response repertoire
-
Natsoulis, G., Pearson, C.I., Gollub, J., Eynon, B.P., Ferng, J., Nair, R., Idury, R., Lee, M.D., Fielden, M.R., Brennan, R.J., Roter, A.H., Jarnagin, K.: The liver pharmacological and xenobiotic gene response repertoire. Mol. Syst. Biol. 175(4), 1-12 (2008)
-
(2008)
Mol. Syst. Biol
, vol.175
, Issue.4
, pp. 1-12
-
-
Natsoulis, G.1
Pearson, C.I.2
Gollub, J.3
Eynon, B.P.4
Ferng, J.5
Nair, R.6
Idury, R.7
Lee, M.D.8
Fielden, M.R.9
Brennan, R.J.10
Roter, A.H.11
Jarnagin, K.12
-
23
-
-
78149331304
-
Solving constrained total-variation problems via alternating direction methods
-
Ng, M., Weiss, P.A., Yuan, X.M.: Solving constrained total-variation problems via alternating direction methods. SIAM J. Sci. Comput. 32(5), 2710-2736 (2010)
-
(2010)
SIAM J. Sci. Comput
, vol.32
, Issue.5
, pp. 2710-2736
-
-
Ng, M.1
Weiss, P.A.2
Yuan, X.M.3
-
24
-
-
34548480020
-
A method for unconstrained convex minimization problem with the rate of convergence o(1/k2)
-
Nesterov, Y.E.: A method for unconstrained convex minimization problem with the rate of convergence O(1/k2). Dokl. Akad. Nauk SSSR 269, 543-547 (1983)
-
(1983)
Dokl. Akad. Nauk SSSR
, vol.269
, pp. 543-547
-
-
Nesterov, Y.E.1
-
25
-
-
17444406259
-
Smooth minimization of nonsmooth functions
-
Nesterov, Y.E.: Smooth minimization of nonsmooth functions. Math. Program. 103, 127-152 (2005)
-
(2005)
Math. Program
, vol.103
, pp. 127-152
-
-
Nesterov, Y.E.1
-
28
-
-
0033296299
-
Using sedumi 1.02, amatlab toolbox for optimization over symmetric cones
-
Sturm, J.F.: Using SeDuMi 1.02, aMatlab toolbox for optimization over symmetric cones. Optim.Methods Softw. 11-12, 625-653 (1999)
-
(1999)
Optim Methods Softw
, vol.11-12
, pp. 625-653
-
-
Sturm, J.F.1
-
29
-
-
0031285675
-
Alternating projection-proximal methods for convex programming and variational inequalities
-
Tseng, P.: Alternating projection-proximal methods for convex programming and variational inequalities. SIAM J. Control Optim. 7, 951-965 (1997)
-
(1997)
SIAM J. Control Optim
, vol.7
, pp. 951-965
-
-
Tseng, P.1
-
30
-
-
3142743708
-
Solving semidefinite-quadratic-linear programs using SDPT3
-
Tütüncü, R.H., Toh, K.C., Todd, M.J.: Solving semidefinite-quadratic-linear programs using SDPT3. Math. Program. 95, 189-217 (2003)
-
(2003)
Math. Program
, vol.95
, pp. 189-217
-
-
Tütüncü, R.H.1
Toh, K.C.2
Todd, M.J.3
-
31
-
-
0032397913
-
-
SIAM J. Matrix Anal. Appl
-
Vandenberghe, L., Boyd, S., Wu, S.-P.: Determinant maximization with linear matrix inequality constraints. SIAM J. Matrix Anal. Appl. 19, 499-533 (1998)
-
(1998)
Determinant maximization with linear matrix inequality constraints
, vol.19
, pp. 499-533
-
-
Vandenberghe, L.1
Boyd, S.2
Wu, S.-P.3
-
32
-
-
79251515796
-
Solving log-determinant optimization problems by a newton-cg primal proximal point algorithm
-
Wang, C.J., Sun, D.F., Toh, K.C.: Solving log-determinant optimization problems by a Newton-CG primal proximal point algorithm. SIAM J. Control Optim. 20, 2994-3013 (2010)
-
(2010)
SIAM J. Control Optim
, vol.20
, pp. 2994-3013
-
-
Wang, C.J.1
Sun, D.F.2
Toh, K.C.3
-
33
-
-
79952307213
-
Alternating direction method for l1 problems in compressive sensing
-
Yang, J.-F., Zhang, Y.: Alternating direction method for L1 problems in compressive sensing. SIAM J. Sci. Comput., 33(1), 250-278 (2011)
-
(2011)
SIAM J. Sci. Comput
, vol.33
, Issue.1
, pp. 250-278
-
-
Yang, J.-F.1
Zhang, Y.2
-
34
-
-
33847301426
-
A descent method for structured monotone variational inequalities
-
Ye, C.H., Yuan, X.M.: A descent method for structured monotone variational inequalities. Optim. Methods Softw. 22, 329-338 (2007)
-
(2007)
Optim. Methods Softw
, vol.22
, pp. 329-338
-
-
Ye, C.H.1
Yuan, X.M.2
-
35
-
-
33947115409
-
Model selection and estimation in the gaussian graphical model
-
Yuan, M., Lin, Y.: Model selection and estimation in the Gaussian graphical model. Biometrika 94(1), 19-35 (2007)
-
(2007)
Biometrika
, vol.94
, Issue.1
, pp. 19-35
-
-
Yuan, M.1
Lin, Y.2
|