-
2
-
-
79960675858
-
Robust principal component analysis?
-
E. J. Candès, X. Li, Y. Ma, and J. Wright. Robust principal component analysis? J. ACM, 58(1):1-37, 2009.
-
(2009)
J. ACM
, vol.58
, Issue.1
, pp. 1-37
-
-
Candès, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
3
-
-
77952741387
-
Matrix completion with noise
-
E. J. Candès and Y. Plan. Matrix completion with noise. Proc. IEEE, 98(6):925-936, 2010.
-
(2010)
Proc. IEEE
, vol.98
, Issue.6
, pp. 925-936
-
-
Candès, E.J.1
Plan, Y.2
-
4
-
-
33744726904
-
Quantitative robust uncertainty principles and optimally sparse decompositions
-
E. J. Candès and J. Romberg. Quantitative robust uncertainty principles and optimally sparse decompositions. Found. Comput. Math., 6(2):227-254, 2006.
-
(2006)
Found. Comput. Math.
, vol.6
, Issue.2
, pp. 227-254
-
-
Candès, E.J.1
Romberg, J.2
-
5
-
-
77951528523
-
The power of convex relaxation: Near-optimal matrix completion
-
E.J. Candès and T. Tao. The power of convex relaxation: Near-optimal matrix completion. IEEE Trans. on Info. Theory, 56(5):2053-2080, 2010.
-
(2010)
IEEE Trans. on Info. Theory
, vol.56
, Issue.5
, pp. 2053-2080
-
-
Candès, E.J.1
Tao, T.2
-
6
-
-
71949110269
-
Compressive sensing for background subtraction
-
Marseilles, France, Oct
-
V. Cevher, A. C. Sankaranarayanan, M. Duarte, D. Reddy, R. G. Baraniuk, and R. Chellappa. Compressive sensing for background subtraction. In European Conf. Comp. Vision, Marseilles, France, Oct. 2008.
-
(2008)
European Conf. Comp. Vision
-
-
Cevher, V.1
Sankaranarayanan, A.C.2
Duarte, M.3
Reddy, D.4
Baraniuk, R.G.5
Chellappa, R.6
-
8
-
-
77949622781
-
Sparse and low-rank matrix decompositions
-
Monticello, IL, Sep...
-
V. Chandrasekaran, S. Sanghavi, P. A. Parrilo, and A. S. Willsky. Sparse and low-rank matrix decompositions. In Allerton Conf. on Comm., Contr., and Comp., Monticello, IL, Sep. 2009.
-
(2009)
Allerton Conf. on Comm., Contr., and Comp
-
-
Chandrasekaran, V.1
Sanghavi, S.2
Parrilo, P.A.3
Willsky, A.S.4
-
13
-
-
85032752277
-
Single pixel imaging via compressive sampling
-
M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk. Single pixel imaging via compressive sampling. IEEE Signal Processing Mag., 25(2):83-91, 2008.
-
(2008)
IEEE Signal Processing Mag.
, vol.25
, Issue.2
, pp. 83-91
-
-
Duarte, M.F.1
Davenport, M.A.2
Takhar, D.3
Laska, J.N.4
Sun, T.5
Kelly, K.F.6
Baraniuk, R.G.7
-
14
-
-
70349857921
-
Compressed sensing and robust recovery of low rank matrices
-
CA, Nov
-
M. Fazel, E. Candès, B. Recht, and P. Parrilo. Compressed sensing and robust recovery of low rank matrices. In Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2008.
-
(2008)
Asilomar Conf. Signals, Systems, and Computers, Pacific Grove
-
-
Fazel, M.1
Candès, E.2
Recht, B.3
Parrilo, P.4
-
17
-
-
77955747588
-
Admira: Atomic decomposition for minimum rank approximation
-
K. Lee and Y. Bresler. Admira: Atomic decomposition for minimum rank approximation. IEEE Trans. on Info. Theory, 56(9):4402-4416, 2010.
-
(2010)
IEEE Trans. on Info. Theory
, vol.56
, Issue.9
, pp. 4402-4416
-
-
Lee, K.1
Bresler, Y.2
-
18
-
-
77955690054
-
The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices
-
Urbana-Champaign, IL
-
Z. Lin, M. Chen, L. Wu, and Y. Ma. The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices. Technical report, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL.
-
Technical Report, University of Illinois at Urbana-Champaign
-
-
Lin, Z.1
Chen, M.2
Wu, L.3
Ma, Y.4
-
19
-
-
77951134100
-
Fast convex optimization algorithms for exact recovery of a corrupted low-rank matrix
-
Aruba, Dutch Antilles, Dec
-
Z. Lin, A. Ganesh, J. Wright, L. Wu, M. Chen, and Y. Ma. Fast convex optimization algorithms for exact recovery of a corrupted low-rank matrix. In Intl. Workshop on Comp. Adv. in Multi-Sensor Adapt. Processing, Aruba, Dutch Antilles, Dec. 2009.
-
(2009)
Intl. Workshop on Comp. Adv. in Multi-Sensor Adapt. Processing
-
-
Lin, Z.1
Ganesh, A.2
Wright, J.3
Wu, L.4
Chen, M.5
Ma, Y.6
-
20
-
-
62749175137
-
Cosamp: Iterative signal recovery from incomplete and inaccurate samples
-
D. Needell and J.A. Tropp. Cosamp: Iterative signal recovery from incomplete and inaccurate samples. Appl. Comput. Harmon. Anal., 26(3):301-321, 2009.
-
(2009)
Appl. Comput. Harmon. Anal.
, vol.26
, Issue.3
, pp. 301-321
-
-
Needell, D.1
Tropp, J.A.2
-
21
-
-
70449659764
-
A multiscale framework for compressive sensing of video
-
Chicago, IL, May
-
J. Y. Park and M. B.Wakin. A multiscale framework for compressive sensing of video. In Picture Coding Symp., Chicago, IL, May 2009.
-
(2009)
Picture Coding Symp
-
-
Park, J.Y.1
Wakin, M.B.2
-
22
-
-
79551670254
-
A simpler approach to matrix completion
-
Oct., to appear
-
B. Recht. A simpler approach to matrix completion. J. Mach. Learn. Res., posted Oct. 2009, to appear.
-
(2009)
J. Mach. Learn. Res., Posted
-
-
Recht, B.1
-
23
-
-
78549288866
-
Guaranteed minimum rank solutions of linear matrix equations via nuclear norm minimization
-
B. Recht, M. Fazel, and P. A. Parrilo. Guaranteed minimum rank solutions of linear matrix equations via nuclear norm minimization. SIAM Rev., 52(3):471-501, 2010.
-
(2010)
SIAM Rev.
, vol.52
, Issue.3
, pp. 471-501
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.A.3
-
24
-
-
84860615994
-
Compressive acquisition of dynamic scenes
-
Crete, Greece, Sep...
-
A. C. Sankaranarayanan, P. Turaga, R. G. Baraniuk, and R. Chellappa. Compressive acquisition of dynamic scenes. In European Conf. Comp. Vision, Crete, Greece, Sep. 2010.
-
(2010)
European Conf. Comp. Vision
-
-
Sankaranarayanan, A.C.1
Turaga, P.2
Baraniuk, R.G.3
Chellappa, R.4
-
25
-
-
84885368842
-
Compressive sensing hyperspectral imager
-
San Jose, CA, Oct...
-
T. Sun and K. Kelly. Compressive sensing hyperspectral imager. In Comput. Opt. Sensing and Imaging, San Jose, CA, Oct. 2009.
-
(2009)
Comput. Opt. Sensing and Imaging
-
-
Sun, T.1
Kelly, K.2
-
26
-
-
84860641801
-
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements
-
Houston, TX
-
A. E. Waters, A. C. Sankaranarayanan, and R. G. Baraniuk. SpaRCS: Recovering low-rank and sparse matrices from compressive measurements. Technical report, Rice University, Houston, TX, 2011.
-
(2011)
Technical Report, Rice University
-
-
Waters, A.E.1
Sankaranarayanan, A.C.2
Baraniuk, R.G.3
|