-
1
-
-
78549288866
-
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
-
Recht B, Fazel M, Parrilo PA (2010) Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization. SIAM Rev 52(3): 471-501.
-
(2010)
SIAM Rev
, vol.52
, Issue.3
, pp. 471-501
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.A.3
-
2
-
-
71049116435
-
Exact matrix completion via convex optimization
-
Candès EJ, Recht B (2008) Exact matrix completion via convex optimization. Found Comput Math 9(6): 717-772.
-
(2008)
Found Comput Math
, vol.9
, Issue.6
, pp. 717-772
-
-
Candès, E.J.1
Recht, B.2
-
3
-
-
79951886985
-
Recovering low-rank matrices from few coefficients in any basis
-
Gross D (2011) Recovering low-rank matrices from few coefficients in any basis. IEEE Trans Inf Theory 57(3): 1548-1566.
-
(2011)
IEEE Trans Inf Theory
, vol.57
, Issue.3
, pp. 1548-1566
-
-
Gross, D.1
-
4
-
-
79960675858
-
Robust principal component analysis?
-
10.1145/1970392.1970395
-
Candès EJ, Li X, Ma Y, Wright J (2009) Robust principal component analysis? JACM 58(3), 10.1145/1970392.1970395.
-
(2009)
JACM
, vol.58
, Issue.3
-
-
Candès, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
5
-
-
77957565242
-
Quantum state tomography via compressed sensing
-
Gross D, Liu YK, Flammia ST, Becker S, Eisert J (2010) Quantum state tomography via compressed sensing. Phys Rev Lett 105(15):150401.
-
(2010)
Phys Rev Lett
, vol.105
, Issue.15
, pp. 150401
-
-
Gross, D.1
Liu, Y.K.2
Flammia, S.T.3
Becker, S.4
Eisert, J.5
-
7
-
-
79952759680
-
Null space conditions and thresholds for rank minimization
-
Recht B, Xu W, Hassibi B (2010) Null space conditions and thresholds for rank minimization. Math Program 127(1): 175-202.
-
(2010)
Math Program
, vol.127
, Issue.1
, pp. 175-202
-
-
Recht, B.1
Xu, W.2
Hassibi, B.3
-
8
-
-
62949189702
-
Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization
-
(IEEE, New York)
-
Recht B, Xu W, Hassibi B (2008) Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization. Proceedings of the 47th IEEE Conference on Decision and Control (IEEE, New York), pp 3065-3070.
-
(2008)
Proceedings of the 47th IEEE Conference on Decision and Control
, pp. 3065-3070
-
-
Recht, B.1
Xu, W.2
Hassibi, B.3
-
12
-
-
0034853839
-
A rank minimization heuristic with application to minimum order system approximation
-
(IEEE, New York)
-
Fazel M, Hindi H, Boyd SP (2001) A rank minimization heuristic with application to minimum order system approximation. Proceedings of the 2001 American Control Conference (IEEE, New York), pp 4734-4739.
-
(2001)
Proceedings of the 2001 American Control Conference
, pp. 4734-4739
-
-
Fazel, M.1
Hindi, H.2
Boyd, S.P.3
-
14
-
-
73149095252
-
Observed universality of phase transitions in highdimensional geometry, with implications for modern data analysis and signal processing
-
Donoho DL, Tanner J (2009) Observed universality of phase transitions in highdimensional geometry, with implications for modern data analysis and signal processing. Philos Transact A Math Phys Eng Sci 367(1906): 4273-4293.
-
(2009)
Philos Transact A Math Phys Eng Sci
, vol.367
, Issue.1906
, pp. 4273-4293
-
-
Donoho, D.L.1
Tanner, J.2
-
15
-
-
84872876101
-
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices
-
Stat 330CME 362 Collaboration
-
Monajemi H, Jafarpour S, Gavish M, Donoho DL; Stat 330/CME 362 Collaboration (2013) Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices. Proc Natl Acad Sci USA 110(4): 1181-1186.
-
(2013)
Proc Natl Acad Sci USA
, vol.110
, Issue.4
, pp. 1181-1186
-
-
Monajemi, H.1
Jafarpour, S.2
Gavish, M.3
Donoho, D.L.4
-
16
-
-
0025130154
-
Efficient design for estimation of median lethal dose and quantal dose-response curves
-
Kalish LA (1990) Efficient design for estimation of median lethal dose and quantal dose-response curves. Biometrics 46(3): 737-748.
-
(1990)
Biometrics
, vol.46
, Issue.3
, pp. 737-748
-
-
Kalish, L.A.1
-
19
-
-
0033296299
-
Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones
-
Accessed April 15, 2013
-
Sturm JF (1999) Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones. Optimization Methods Software. Available at http://www.tandfonline. com/doi/abs/10.1080/10556789908805766. Accessed April 15, 2013.
-
(1999)
Optimization Methods Software.
-
-
Sturm, J.F.1
-
22
-
-
22144471532
-
Neighborliness of randomly projected simplices in high dimensions
-
Donoho DL, Tanner J (2005) Neighborliness of randomly projected simplices in high dimensions. Proc Natl Acad Sci USA 102(27): 9452-9457.
-
(2005)
Proc Natl Acad Sci USA
, vol.102
, Issue.27
, pp. 9452-9457
-
-
Donoho, D.L.1
Tanner, J.2
-
23
-
-
33646479497
-
High-dimensional centrally symmetric polytopes with neighborliness proportional to dimension
-
Donoho DL (2005) High-dimensional centrally symmetric polytopes with neighborliness proportional to dimension. Discrete Comput Geom 35(4): 617-652.
-
(2005)
Discrete Comput Geom
, vol.35
, Issue.4
, pp. 617-652
-
-
Donoho, D.L.1
-
24
-
-
57349138185
-
Counting faces of randomly projected polytopes when the projection radically lowers dimension
-
Donoho DL, Tanner J (2009) Counting faces of randomly projected polytopes when the projection radically lowers dimension. J Am Math Soc 22(1): 1-53.
-
(2009)
J Am Math Soc
, vol.22
, Issue.1
, pp. 1-53
-
-
Donoho, D.L.1
Tanner, J.2
-
25
-
-
77953126052
-
Precise undersampling theorems
-
Donoho DL, Tanner J (2010) Precise undersampling theorems. Proc IEEE 98(6): 913-924.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 913-924
-
-
Donoho, D.L.1
Tanner, J.2
-
26
-
-
73149095169
-
Message-passing algorithms for compressed sensing
-
Donoho DL, Maleki A, Montanari A (2009) Message-passing algorithms for compressed sensing. Proc Natl Acad Sci USA 106(45): 18914-18919.
-
(2009)
Proc Natl Acad Sci USA
, vol.106
, Issue.45
, pp. 18914-18919
-
-
Donoho, D.L.1
Maleki, A.2
Montanari, A.3
-
27
-
-
79251496987
-
The dynamics of message passing on dense graphs, with applications to compressed sensing
-
BayatiM, Montanari A (2011) The dynamics of message passing on dense graphs, with applications to compressed sensing. IEEE Trans Inf Theory 57(2): 764-785.
-
(2011)
IEEE Trans Inf Theory
, vol.57
, Issue.2
, pp. 764-785
-
-
Bayati, M.1
Montanari, A.2
-
28
-
-
84858956033
-
The LASSO risk for Gaussian matrices
-
Bayati M, Montanari A (2012) The LASSO risk for Gaussian matrices. IEEE Trans Inf Theory 58(4): 1997-2017.
-
(2012)
IEEE Trans Inf Theory
, vol.58
, Issue.4
, pp. 1997-2017
-
-
Bayati, M.1
Montanari, A.2
-
30
-
-
80054799706
-
Generalized approximate message passing for estimation with random linear mixing
-
(IEEE, New York)
-
Rangan S (2011) Generalized approximate message passing for estimation with random linear mixing. 2011 IEEE International Symposium on Information Theory Proceedings (IEEE, New York), pp 2168-2172.
-
(2011)
2011 IEEE International Symposium on Information Theory Proceedings
, pp. 2168-2172
-
-
Rangan, S.1
-
33
-
-
80054798737
-
A simplified approach to recovery conditions for low rank matrices
-
(IEEE, New York)
-
Oymak S, Mohan K, Fazel M, Hassibi B (2011) A simplified approach to recovery conditions for low rank matrices. 2011 IEEE International Symposium on Information Theory Proceedings (IEEE, New York), pp 2318-2322.
-
(2011)
2011 IEEE International Symposium on Information Theory Proceedings
, pp. 2318-2322
-
-
Oymak, S.1
Mohan, K.2
Fazel, M.3
Hassibi, B.4
-
34
-
-
84884672748
-
Simple bounds for recovering low-complexity models
-
Accessed April 15, 2013
-
Candès EJ, Recht B (2011) Simple bounds for recovering low-complexity models. Math Program, 1-11. Available at www.springerlink.com/ index/655751h7568x3621.pdf. Accessed April 15, 2013.
-
(2011)
Math Program
, pp. 1-11
-
-
Candès, E.J.1
Recht, B.2
-
35
-
-
0002542403
-
On Milman's inequality and random subspaces which escape through a mesh in RN
-
(Springer, Berlin)
-
Gordon Y (1988) On Milman's inequality and random subspaces which escape through a mesh in RN. Lecture Notes in Mathematics (Springer, Berlin), Vol 1317, pp 84-106.
-
(1988)
Lecture Notes in Mathematics
, vol.1317
, pp. 84-106
-
-
Gordon, Y.1
-
39
-
-
0000263234
-
Distribution of eigenvalues for some sets of random matrices
-
Marcenko V, Pastur L (1967) Distribution of eigenvalues for some sets of random matrices. Mathematics USSR Sbornik 1(4): 457-483.
-
(1967)
Mathematics USSR Sbornik
, vol.1
, Issue.4
, pp. 457-483
-
-
Marcenko, V.1
Pastur, L.2
|