-
1
-
-
80053444305
-
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
-
Omnipress, Madison, WI
-
A. Agarwal, S. Negahban, and M. Wainwright, Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions, in Proceedings of the 28th International Conference on Machine Learning (ICML), Omnipress, Madison, WI, 2011, pp. 1129-1136.
-
(2011)
Proceedings of the 28th International Conference On Machine Learning (ICML)
, pp. 1129-1136
-
-
Agarwal, A.1
Negahban, S.2
Wainwright, M.3
-
2
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
M. Aharon, M. Elad, and A. Bruckstein, K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation, IEEE Trans. Signal Process., 54 (2006), pp. 4311-4322.
-
(2006)
IEEE Trans. Signal Process
, vol.54
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
3
-
-
77955671751
-
High-dimensional matched subspace detection when data are missing
-
IEEE, New York
-
L. Balzano, B. Recht, and R. Nowak, High-dimensional matched subspace detection when data are missing, in Proceedings of the International Symposium on Information Theory, IEEE, New York, 2010.
-
Proceedings of the International Symposium On Information Theory
, pp. 2010
-
-
Balzano, L.1
Recht, B.2
Nowak, R.3
-
4
-
-
85153959666
-
Convergence properties of the k-means algorithms
-
MIT Press, Cambridge, MA
-
L. Bottou and Y. Bengio, Convergence properties of the k-means algorithms, in Advances in Neural Information Processing Systems 7, MIT Press, Cambridge, MA, 1995, pp. 585-592.
-
(1995)
Advances In Neural Information Processing Systems
, vol.7
, pp. 585-592
-
-
Bottou, L.1
Bengio, Y.2
-
6
-
-
24644478715
-
A non-local algorithm for image denoising
-
A. Buades, B. Coll, and J.-M. Morel, A non-local algorithm for image denoising, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005, pp. 60-65.
-
(2005)
Proceedings of the IEEE Computer Society Conference On Computer Vision and Pattern Recognition
, pp. 60-65
-
-
Buades, A.1
Coll, B.2
Morel, J.-M.3
-
8
-
-
79960675858
-
Robust principal component analysis
-
E. J. Candès, X. Li, Y. Ma, and J. Wright, Robust principal component analysis?, J. ACM, 58 (2011), 11.
-
(2011)
J. ACM
, vol.58
, pp. 11
-
-
Candès, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
9
-
-
79960591511
-
Rank-sparsity incoherence for matrix decomposition
-
V. Chandrasekaran, S. Sanghavi, P. A. Parrilo, and A. S. Willsky, Rank-sparsity incoherence for matrix decomposition, SIAM J. Optim., 21 (2011), pp. 572-596.
-
(2011)
SIAM J. Optim
, vol.21
, pp. 572-596
-
-
Chandrasekaran, V.1
Sanghavi, S.2
Parrilo, P.A.3
Willsky, A.S.4
-
10
-
-
0003687316
-
-
Springer-Verlag, New York
-
R. R. Coifman and D. L. Donoho, Translation-invariant de-noising, in Wavelets and Statistics, Springer-Verlag, New York, 1995, pp. 125-150.
-
(1995)
Translation-invariant De-noising, In Wavelets and Statistics
, pp. 125-150
-
-
Coifman, R.R.1
Donoho, D.L.2
-
11
-
-
0001727463
-
On the continuity of the minimum set of continuous functions
-
G. B. Dantzig, J. Folkman, and N. Shapiro, On the continuity of the minimum set of continuous functions, J. Math. Anal. Appl., 17 (1967), pp. 519-548.
-
(1967)
J. Math. Anal. Appl
, vol.17
, pp. 519-548
-
-
Dantzig, G.B.1
Folkman, J.2
Shapiro, N.3
-
12
-
-
84856505007
-
Wavelet frame based blind image inpainting
-
B. Dong, H. Ji, J. Li, Z. Shen, and Y. Xu, Wavelet frame based blind image inpainting, Appl. Comput. Harmon. Anal., 32 (2011), pp. 268-279.
-
(2011)
Appl. Comput. Harmon. Anal
, vol.32
, pp. 268-279
-
-
Dong, B.1
Ji, H.2
Li, J.3
Shen, Z.4
Xu, Y.5
-
14
-
-
2342630080
-
Composition and union of general algorithms of optimization. Point-to-set maps and mathematical programming
-
J. C. Fiorot and P. Huard, Composition and union of general algorithms of optimization. Point-to-set maps and mathematical programming, Math. Programming Studies, No. 10 (1979), pp. 69-85.
-
(1979)
Math. Programming Studies
, vol.10
, pp. 69-85
-
-
Fiorot, J.C.1
Huard, P.2
-
15
-
-
0042440805
-
Clustering appearances of objects under varying illumination conditions
-
J. Ho, M. Yang, J. Lim, K. Lee, and D. Kriegman, Clustering appearances of objects under varying illumination conditions, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol. 1, 2003, pp. 11-18.
-
(2003)
Proceedings of the IEEE Computer Society Conference On Computer Vision and Pattern Recognition
, vol.1
, pp. 11-18
-
-
Ho, J.1
Yang, M.2
Lim, J.3
Lee, K.4
Kriegman, D.5
-
16
-
-
81255189015
-
Robust matrix decomposition with sparse corruptions
-
D. Hsu, S. M. Kakade, and T. Zhang, Robust matrix decomposition with sparse corruptions, IEEE Trans. Inform. Theory, 57 (2011), pp. 7221-7234.
-
(2011)
IEEE Trans. Inform. Theory
, vol.57
, pp. 7221-7234
-
-
Hsu, D.1
Kakade, S.M.2
Zhang, T.3
-
17
-
-
84902110770
-
-
John Wiley & Sons, Hoboken, NJ
-
P. J. Huber and E. M. Ronchetti, Robust Statistics, Wiley Ser. Probab. Stat., John Wiley & Sons, Hoboken, NJ, 2009.
-
(2009)
Robust Statistics, Wiley Ser. Probab. Stat
-
-
Huber, P.J.1
Ronchetti, E.M.2
-
18
-
-
0003317812
-
Fast non-linear dimension reduction
-
Morgan Kaufmann, San Francisco, CA
-
N. Kambhatla and T. K. Leen, Fast non-linear dimension reduction, in Advances in Neural Information Processing Systems 6, Morgan Kaufmann, San Francisco, CA, 1994, pp. 152-159.
-
(1994)
Advances In Neural Information Processing Systems
, vol.6
, pp. 152-159
-
-
Kambhatla, N.1
Leen, T.K.2
-
19
-
-
84875879815
-
Matrix ALPS: Accelerated Low Rank and Sparse Matrix Reconstruction
-
abs/1203.3864, 2012
-
A. T. Kyrillidis and V. Cevher, Matrix ALPS: Accelerated Low Rank and Sparse Matrix Reconstruction, CoRR, abs/1203.3864, 2012.
-
CoRR
-
-
Kyrillidis, A.T.1
Cevher, V.2
-
20
-
-
77953779869
-
Nonlinear Dimensionality Reduction
-
Springer, New York
-
J. A. Lee and M. Verleysen, Nonlinear Dimensionality Reduction, Inf. Sci. Stat., Springer, New York, 2007.
-
(2007)
Inf. Sci. Stat
-
-
Lee, J.A.1
Verleysen, M.2
-
21
-
-
84867092906
-
Robust recovery of multiple subspaces by geometric lp minimization
-
G. Lerman and T. Zhang, Robust recovery of multiple subspaces by geometric lp minimization, Ann. Statist., 39 (2011), pp. 2686-2715.
-
(2011)
Ann. Statist
, vol.39
, pp. 2686-2715
-
-
Lerman, G.1
Zhang, T.2
-
22
-
-
84867875661
-
Repairing sparse low-rank texture
-
SpringerVerlag, Berlin, Heidelberg
-
X. Liang, X. Ren, Z. Zhang, and Y. Ma, Repairing sparse low-rank texture, in Proceedings of the 12th European Conference on Computer Vision, Part V, Lecture Notes in Comput. Sci. 7572, SpringerVerlag, Berlin, Heidelberg, 2012, pp. 482-495.
-
(2012)
Proceedings of the 12th European Conference On Computer Vision, Part V, Lecture Notes In Comput. Sci
, vol.7572
, pp. 482-495
-
-
Liang, X.1
Ren, X.2
Zhang, Z.3
Ma, Y.4
-
23
-
-
77951134100
-
-
Technical report UILU-ENG-09-2214, University of Illinois at Urbana-Champaign, Urbana, IL
-
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, Technical report UILU-ENG-09-2214, University of Illinois at Urbana-Champaign, Urbana, IL, 2009.
-
(2009)
Fast Convex Optimization Algorithms For Exact Recovery of a Corrupted Low-Rank Matrix
-
-
Lin, Z.1
Ganesh, A.2
Wright, J.3
Wu, L.4
Chen, M.5
Ma, Y.6
-
24
-
-
84870197517
-
Robust recovery of subspace structures by low-rank representation
-
G. Liu, Z. Lin, S. Yan, J. Sun, Y. Yu, and Y. Ma, Robust recovery of subspace structures by low-rank representation, IEEE Trans. Pattern Anal. Mach. Intell., 35 (2013), pp. 171-184.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.35
, pp. 171-184
-
-
Liu, G.1
Lin, Z.2
Yan, S.3
Sun, J.4
Yu, Y.5
Ma, Y.6
-
25
-
-
77956529193
-
Robust subspace segmentation by low-rank representation
-
Omnipress, Madison, WI
-
G. Liu, Z. Lin, and Y. Yu, Robust subspace segmentation by low-rank representation, in Proceedings of the 27th International Conference on Machine Learning (ICML), Omnipress, Madison, WI, 2010.
-
Proceedings of the 27th International Conference On Machine Learning (ICML)
, pp. 2010
-
-
Liu, G.1
Lin, Z.2
Yu, Y.3
-
26
-
-
84947338420
-
-
John Wiley & Sons, Chichester, UK
-
R. A. Maronna, R. D. Martin, and V. J. Yohai, Robust Statistics: Theory and Methods, Wiley Ser. Probab. Stat., John Wiley & Sons, Chichester, UK, 2006.
-
(2006)
Robust Statistics: Theory and Methods, Wiley Ser. Probab. Stat
-
-
Maronna, R.A.1
Martin, R.D.2
Yohai, V.J.3
-
27
-
-
0034850577
-
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
-
D. Martin, C. Fowlkes, D. Tal, and J. Malik, A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics, in Proceedings of the Eighth IEEE International Conference on Computer Vision (ICCV), Vol. 2, 2001, pp. 416-423.
-
(2001)
Proceedings of the Eighth IEEE International Conference On Computer Vision (ICCV)
, vol.2
, pp. 416-423
-
-
Martin, D.1
Fowlkes, C.2
Tal, D.3
Malik, J.4
-
28
-
-
0016923670
-
Sufficient conditions for the convergence of monotonic mathematical programming algorithms
-
R. R. Meyer, Sufficient conditions for the convergence of monotonic mathematical programming algorithms, J. Comput. System Sci., 12 (1976), pp. 108-121.
-
(1976)
J. Comput. System Sci
, vol.12
, pp. 108-121
-
-
Meyer, R.R.1
-
29
-
-
33846228834
-
On the Wiberg algorithm for matrix factorization in the presence of missing components
-
T. Okatani and K. Deguchi, On the Wiberg algorithm for matrix factorization in the presence of missing components, Int. J. Comput. Vision, 72 (2007), pp. 329-337.
-
(2007)
Int. J. Comput. Vision
, vol.72
, pp. 329-337
-
-
Okatani, T.1
Deguchi, K.2
-
30
-
-
84888385255
-
-
27 June
-
G. Peyre, Toolbox Non-Local Means, http://www.mathworks.com/matlabcentral/fileexchange/13619 (27 June 2009).
-
(2009)
Toolbox Non-Local Means
-
-
Peyre, G.1
-
32
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
S. Roweis and L. Saul, Nonlinear dimensionality reduction by locally linear embedding, Science, 290 (2000), pp. 2323-2326.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
33
-
-
84875900844
-
Poisson Noise Reduction with Non-Local PCA
-
J. Salmon, Z. T. Harmany, C.-A. Deledalle, and R. Willett, Poisson Noise Reduction with Non-Local PCA, CoRR, abs/1206.0338, 2012.
-
(2012)
CoRR, Abs/1206
, pp. 0338
-
-
Salmon, J.1
Harmany, Z.T.2
Deledalle, C.-A.3
Willett, R.4
-
34
-
-
84866035233
-
-
Technical Report TR11-02, Rice University, Houston, TX
-
Y. Shen, Z. Wen, and Y. Zhang, Augmented Lagrangian Alternating Direction Method for Matrix Separation Based on Low-Rank Factorization, Technical Report TR11-02, Rice University, Houston, TX, 2011.
-
(2011)
Augmented Lagrangian Alternating Direction Method For Matrix Separation Based On Low-Rank Factorization
-
-
Shen, Y.1
Wen, Z.2
Zhang, Y.3
-
35
-
-
79957510064
-
Recovering low-rank and sparse components of matrices from incomplete and noisy observations
-
M. Tao and X. Yuan, Recovering low-rank and sparse components of matrices from incomplete and noisy observations, SIAM J. Optim., 21 (2011), pp. 57-81.
-
(2011)
SIAM J. Optim
, vol.21
, pp. 57-81
-
-
Tao, M.1
Yuan, X.2
-
36
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, A global geometric framework for nonlinear dimensionality reduction, Science, 290 (2000), pp. 2319-2323.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
37
-
-
84918550322
-
Bundle adjustment-a modern synthesis
-
Springer-Verlag, London
-
B. Triggs, P. F. McLauchlan, R. I. Hartley, and A. W. Fitzgibbon, Bundle adjustment-a modern synthesis, in Proceedings of the International Workshop on Vision Algorithms: Theory and Practice (ICCV'99), Springer-Verlag, London, 2000, pp. 298-372.
-
(2000)
Proceedings of the International Workshop On Vision Algorithms: Theory and Practice (ICCV'99)
, pp. 298-372
-
-
Triggs, B.1
McLauchlan, P.F.2
Hartley, R.I.3
Fitzgibbon, A.W.4
-
38
-
-
12444320397
-
Designing structured tight frames via an alternating projection method
-
J. Tropp, I. Dhillon, R. Heath, and T. Strohmer, Designing structured tight frames via an alternating projection method, IEEE Trans. Inform. Theory, 51 (2005), pp. 188-209.
-
(2005)
IEEE Trans. Inform. Theory
, vol.51
, pp. 188-209
-
-
Tropp, J.1
Dhillon, I.2
Heath, R.3
Strohmer, T.4
-
39
-
-
0034349278
-
Nearest q-flat to m points
-
P. Tseng, Nearest q-flat to m points, J. Optim. Theory Appl., 105 (2000), pp. 249-252.
-
(2000)
J. Optim. Theory Appl
, vol.105
, pp. 249-252
-
-
Tseng, P.1
-
42
-
-
1942436689
-
Image quality assessment: From error visibility to structural similarity
-
562 YI WANG, ARTHUR SZLAM, AND GILAD LERMAN
-
Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, Image quality assessment: From error visibility to structural similarity, IEEE Trans. Image Process., 13 (2004), pp. 600-612. 562 YI WANG, ARTHUR SZLAM, AND GILAD LERMAN
-
(2004)
IEEE Trans. Image Process
, vol.13
, pp. 600-612
-
-
Wang, Z.1
Bovik, A.C.2
Sheikh, H.R.3
Simoncelli, E.P.4
-
43
-
-
85162322636
-
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements
-
Granada, Spain
-
A. E. Waters, A. C. Sankaranarayanan, and R. G. Baraniuk, SpaRCS: Recovering low-rank and sparse matrices from compressive measurements, in Proceedings of Neural Information Processing Systems (NIPS), Granada, Spain, 2011.
-
Proceedings of Neural Information Processing Systems (NIPS)
, pp. 2011
-
-
Waters, A.E.1
Sankaranarayanan, A.C.2
Baraniuk, R.G.3
-
44
-
-
0002597399
-
Computation of principal components when data are missing
-
Berlin, Physica-Verlag, Heidelberg
-
T. Wiberg, Computation of principal components when data are missing, in Proceedings of the Second Symposium on Computational Statistics, Berlin, Physica-Verlag, Heidelberg, 1976, pp. 229-326.
-
(1976)
Proceedings of the Second Symposium On Computational Statistics
, pp. 229-326
-
-
Wiberg, T.1
-
45
-
-
84875876310
-
-
UCLA CAM report 11-72, Department of Mathematics, University of California, Los Angeles, CA
-
M. Yan, Restoration of Images Corrupted by Impulse Noise Using Blind Inpainting and l0 Norm, UCLA CAM report 11-72, Department of Mathematics, University of California, Los Angeles, CA, 2011.
-
(2011)
Restoration of Images Corrupted By Impulse Noise Using Blind Inpainting and L0 Norm
-
-
Yan, M.1
-
48
-
-
77956175497
-
Successively alternate least square for low-rank matrix factorization with bounded missing data
-
K. Zhao and Z. Zhang, Successively alternate least square for low-rank matrix factorization with bounded missing data, Comput. Vis. Image Underst., 114 (2010), pp. 1084-1096.
-
(2010)
Comput. Vis. Image Underst
, vol.114
, pp. 1084-1096
-
-
Zhao, K.1
Zhang, Z.2
-
49
-
-
77955670622
-
Stable principal component pursuit
-
IEEE, New York
-
Z. Zhou, X. Li, J. Wright, E. J. Candès, and Y. Ma, Stable principal component pursuit, in Proceedings of the International Symposium on Information Theory (ISIT), IEEE, New York, 2010.
-
Proceedings of the International Symposium On Information Theory (ISIT)
, pp. 2010
-
-
Zhou, Z.1
Li, X.2
Wright, J.3
Candès, E.J.4
Ma, Y.5
|