-
2
-
-
62249143532
-
Np-hardness of euclidean sum-of-squares clustering
-
Aloise, D., Deshpande, A., Hansen, P., Popat, P.: Np-hardness of euclidean sum-of-squares clustering. Mach. Learn. 75(2), 245–248 (2009)
-
(2009)
Mach. Learn
, vol.75
, Issue.2
, pp. 245-248
-
-
Aloise, D.1
Deshpande, A.2
Hansen, P.3
Popat, P.4
-
3
-
-
85016697899
-
Convex optimization for the planted k-disjoint-clique problem
-
Ames, B., Vavasis, S.: Convex optimization for the planted k-disjoint-clique problem. Arxiv, preprint arXiv:1008.2814, 2010
-
(2010)
Arxiv, preprint arXi
, vol.1008
, pp. 2814
-
-
Ames, B.1
Vavasis, S.2
-
4
-
-
80052581489
-
Nuclear norm minimization for the planted clique and biclique problems
-
Ames, B., Vavasis, S.: Nuclear norm minimization for the planted clique and biclique problems. Math. Program. 129(1), 1–21 (2011)
-
(2011)
Math. Program
, vol.129
, Issue.1
, pp. 1-21
-
-
Ames, B.1
Vavasis, S.2
-
5
-
-
85162423568
-
Noise thresholds for spectral clustering
-
Balakrishnan, S., Xu, M., Krishnamurthy, A., Singh, A.: Noise thresholds for spectral clustering. Adv. Neural Inf. Process. Syst. 25(3), 954–962 (2011)
-
(2011)
Adv. Neural Inf. Process. Syst
, vol.25
, Issue.3
, pp. 954-962
-
-
Balakrishnan, S.1
Xu, M.2
Krishnamurthy, A.3
Singh, A.4
-
6
-
-
3142665421
-
Correlation clustering
-
Bansal, N.A., Blum, A., Chawla, S.: Correlation clustering. Mach. Learn. 56(1), 89–113 (2004)
-
(2004)
Mach. Lear
, vol.56
, Issue.1
, pp. 89-113
-
-
Bansal, N.A.1
Blum, A.2
Chawla, S.3
-
7
-
-
84892062680
-
A survey of clustering data mining techniques
-
Springer, Berlin, Heidelberg:
-
Berkhin, P.: A survey of clustering data mining techniques. In: Kogan, J., Nicholas, C., Teboulle, M. (eds.) Grouping Multidimensional Data: Recent Advances in Clustering, pp. 25–71. Springer, Berlin, Heidelberg (2006)
-
(2006)
Grouping Multidimensional Data: Recent Advances in Clusterin
, pp. 25-71
-
-
Berkhin, P.1
Kogan, J.2
Nicholas, C.3
Teboulle, M.4
-
8
-
-
0034345420
-
Nonmonotone spectral projected gradient methods on convex sets
-
Birgin, E., Martínez, J., Raydan, M.: Nonmonotone spectral projected gradient methods on convex sets. SIAM J. Optimiz. 10(4), 1196–1211 (2000)
-
(2000)
SIAM J. Optimiz
, vol.10
, Issue.4
, pp. 1196-1211
-
-
Birgin, E.1
Martínez, J.2
Raydan, M.3
-
9
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J.: Distributed optimization and statistical learning via the alternating direction method of multipliers. Found. Trends. Mach. Learn. 3(1), 1–122 (2011)
-
(2011)
Found. Trends. Mach. Learn
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
11
-
-
38749125176
-
Biclustering in data mining
-
Busygin, S., Prokopyev, O., Pardalos, P.: Biclustering in data mining. Comput. Oper. Res. 35(9), 2964–2987 (2008)
-
(2008)
Comput. Oper. Res
, vol.35
, Issue.9
, pp. 2964-2987
-
-
Busygin, S.1
Prokopyev, O.2
Pardalos, P.3
-
12
-
-
84859851440
-
Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements
-
Candès, E., Plan, Y.: Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements. Arxiv, preprint arXiv:1001.0339 (2010)
-
(2010)
Arxiv, preprint arXi
, vol.1001
, pp. 0339
-
-
Candès, E.1
Plan, Y.2
-
13
-
-
71049116435
-
Exact matrix completion via convex optimization
-
Candès, E., Recht, B.: Exact matrix completion via convex optimization. Found. Comput. Math. 9(6), 717–772 (2009)
-
(2009)
Found. Comput. Math
, vol.9
, Issue.6
, pp. 717-772
-
-
Candès, E.1
Recht, B.2
-
14
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
Candès, E., Romberg, J., Tao, T.: Stable signal recovery from incomplete and inaccurate measurements. Commun. Pure Appl. Math. 59(8), 1207–1223 (2006)
-
(2006)
Commun. Pure Appl. Math
, vol.59
, Issue.8
, pp. 1207-1223
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
15
-
-
29144439194
-
Decoding by linear programming
-
Candès, E., Tao, T.: Decoding by linear programming. IEEE Trans. Inf. Theory 51(12), 4203–4215 (2005)
-
(2005)
IEEE Trans. Inf. Theor
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candès, E.1
Tao, T.2
-
16
-
-
33645712892
-
Compressed sensing
-
Donoho, D.: Compressed sensing. IEEE Trans. Inf. Theory 52(4), 1289–1306 (2006)
-
(2006)
IEEE Trans. Inf. Theor
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
17
-
-
34249837486
-
On the douglasrachford splitting method and the proximal point algorithm for maximal monotone operators
-
Eckstein, J., Bertsekas, D.P.: On the douglasrachford splitting method and the proximal point algorithm for maximal monotone operators. Math. Program. 55(1–3), 293–318 (1992)
-
(1992)
Math. Progra
, vol.55
, Issue.1-3
, pp. 293-318
-
-
Eckstein, J.1
Bertsekas, D.P.2
-
18
-
-
80052314204
-
Recent advances of data biclustering with application in computational neuroscience
-
Fan, N., Boyko, N., Pardalos, P.: Recent advances of data biclustering with application in computational neuroscience. Computat. Neurosci. pp. 105–132 (2010)
-
(2010)
Computat. Neurosc
, pp. 105-132
-
-
Fan, N.1
Boyko, N.2
Pardalos, P.3
-
19
-
-
84858845695
-
Multi-way clustering and biclustering by the ratio cut and normalized cut in graphs
-
Fan, N., Pardalos, P.: Multi-way clustering and biclustering by the ratio cut and normalized cut in graphs. J. Comb. Optimiz. 23(2), 224–251 (2012)
-
(2012)
J. Comb. Optimi
, vol.23
, Issue.2
, pp. 224-251
-
-
Fan, N.1
Pardalos, P.2
-
21
-
-
51249182622
-
The eigenvalues of random symmetric matrices
-
Füredi, Z., Komlós, J.: The eigenvalues of random symmetric matrices. Combinatorica 1(3), 233–241 (1981)
-
(1981)
Combinatoric
, vol.1
, Issue.3
, pp. 233-241
-
-
Füredi, Z.1
Komlós, J.2
-
22
-
-
0001436319
-
A limit theorem for the norm of random matrices
-
Geman, S.: A limit theorem for the norm of random matrices. Ann. Prob. 8(2), 252–261 (1980)
-
(1980)
Ann. Prob
, vol.8
, Issue.2
, pp. 252-261
-
-
Geman, S.1
-
23
-
-
0004236492
-
-
Johns Hopkins University Press, Baltimore:
-
Golub, G.Van, Loan, C.: Matrix Computations. Johns Hopkins University Press, Baltimore (1996)
-
(1996)
Matrix Computation
-
-
Golub, G.V.1
Loan, C.2
-
24
-
-
79951886985
-
Recovering low-rank matrices from few coefficients in any basis
-
Gross, D.: Recovering low-rank matrices from few coefficients in any basis. IEEE Trans. Inf. Theory 57(3), 1548–1566 (2011)
-
(2011)
IEEE Trans. Inf. Theor
, vol.57
, Issue.3
, pp. 1548-1566
-
-
Gross, D.1
-
25
-
-
84947403595
-
Probability inequalities for sums of bounded random variables
-
Hoeffding, W.: Probability inequalities for sums of bounded random variables. J. Am. Stat. Assoc. 58, 13–30 (1962)
-
(1962)
J. Am. Stat. Assoc
, vol.58
, pp. 13-30
-
-
Hoeffding, W.1
-
26
-
-
85016699018
-
Clustering partially observed graphs via convex optimization
-
Jalali, A., Chen, Y., Sanghavi, S., Xu, H.: Clustering partially observed graphs via convex optimization. Arxiv, preprint arXiv:1104.4803 (2011)
-
(2011)
Arxiv, preprint arXi
, vol.1104
, pp. 4803
-
-
Jalali, A.1
Chen, Y.2
Sanghavi, S.3
Xu, H.4
-
27
-
-
4243128193
-
On clusterings: good, bad and spectral
-
Kannan, R., Vempala, S., Vetta, A.: On clusterings: good, bad and spectral. J. ACM 51(3), 497–515 (2004)
-
(2004)
J. AC
, vol.51
, Issue.3
, pp. 497-515
-
-
Kannan, R.1
Vempala, S.2
Vetta, A.3
-
28
-
-
85162478941
-
Minimax localization of structural information in large noisy matrices
-
FCN, Weinberger:
-
Kolar, M., Balakrishnan, S., Rinaldo, A., Singh, A.: Minimax localization of structural information in large noisy matrices. In: Shawe-Taylor, J., Zemel, R.S., Bartlett, P. (eds.) Advances in Neural Information Processing Systems, pp. 909–917. FCN, Weinberger (2011)
-
(2011)
Advances in Neural Information Processing System
, pp. 909-917
-
-
Kolar, M.1
Balakrishnan, S.2
Rinaldo, A.3
Singh, A.4
Shawe-Taylor, J.5
Zemel, R.S.6
Bartlett, P.7
-
31
-
-
84899013108
-
On spectral clustering: analysis and an algorithm
-
Ng, A., Jordan, M., Weiss, Y.: On spectral clustering: analysis and an algorithm. Adv. Neural Inf. Process. Syst. 2, 849–856 (2002)
-
(2002)
Adv. Neural Inf. Process. Syst
, vol.2
, pp. 849-856
-
-
Ng, A.1
Jordan, M.2
Weiss, Y.3
-
32
-
-
35348899361
-
The effectiveness of Lloyd-type methods for the k-means problem
-
Ostrovsky, R., Rabani, Y., Schulman, L., Swamy, C.: The effectiveness of Lloyd-type methods for the k-means problem. In: Proceedings of 47st Annual IEEE Symposium on the Foundations of Computer Science (2006)
-
(2006)
Proceedings of 47st Annual IEEE Symposium on the Foundations of Computer Scienc
-
-
Ostrovsky, R.1
Rabani, Y.2
Schulman, L.3
Swamy, C.4
-
33
-
-
84921070105
-
Finding dense clusters via “low rank + sparse” decomposition
-
Oymak, S., Hassibi, B.: Finding dense clusters via “low rank + sparse” decomposition. Arxiv, preprint arXiv:1104.5186 (2011)
-
(2011)
Arxiv, preprint arXi
, vol.1104
, pp. 5186
-
-
Oymak, S.1
Hassibi, B.2
-
34
-
-
80054798737
-
A simplified approach to recovery conditions for low rank matrices
-
Oymak, S., Mohan, K., Fazel, M., Hassibi, B.: A simplified approach to recovery conditions for low rank matrices. In: Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on IEEE, pp. 2318–2322 (2011)
-
(2011)
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on IEE
, pp. 2318-2322
-
-
Oymak, S.1
Mohan, K.2
Fazel, M.3
Hassibi, B.4
-
35
-
-
39449098473
-
Approximating k-means-type clustering via semidefinite programming
-
Peng, J., Wei, Y.: Approximating k-means-type clustering via semidefinite programming. SIAM J. Optimiz. 18(1), 186–205 (2007)
-
(2007)
SIAM J. Optimiz
, vol.18
, Issue.1
, pp. 186-205
-
-
Peng, J.1
Wei, Y.2
-
36
-
-
84856009825
-
A simpler approach to matrix completion
-
Recht, B.: A simpler approach to matrix completion. J. Mach. Learn. Res. 12, 3413–3430 (2011)
-
(2011)
J. Mach. Learn. Res
, vol.12
, pp. 3413-3430
-
-
Recht, B.1
-
37
-
-
78549288866
-
Guaranteed minimum-rank solutions of linear matrix equations via muclear norm minimization
-
Recht, B., Fazel, M., Parrilo, P.: Guaranteed minimum-rank solutions of linear matrix equations via muclear norm minimization. SIAM Rev. 52, 471 (2010)
-
(2010)
SIAM Rev
, vol.52
, pp. 471
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.3
-
38
-
-
79952744257
-
Null space conditions and thresholds for rank minimization
-
Recht, B., Xu, W., Hassibi, B.: Null space conditions and thresholds for rank minimization. Mathematical Programming, pp. 1–28 (2010)
-
(2010)
Mathematical Programmin
, pp. 1-28
-
-
Recht, B.1
Xu, W.2
Hassibi, B.3
-
39
-
-
0004267646
-
-
Princeton University Press, Princeton:
-
Rockafellar, R.T.: Convex Analysis. Princeton University Press, Princeton (1997)
-
(1997)
Convex Analysi
-
-
Rockafellar, R.T.1
-
40
-
-
80052860256
-
Spectral clustering and the high-dimensional stochastic blockmodel
-
Rohe, K., Chatterjee, S., Yu, B.: Spectral clustering and the high-dimensional stochastic blockmodel. Ann. Stat. 39(4), 1878–1915 (2011)
-
(2011)
Ann. Stat
, vol.39
, Issue.4
, pp. 1878-1915
-
-
Rohe, K.1
Chatterjee, S.2
Yu, B.3
-
41
-
-
85016664179
-
Co-clustering for directed graphs; the stochastic co-blockmodel and a spectral algorithm
-
Rohe, K., Yu, B.: Co-clustering for directed graphs; the stochastic co-blockmodel and a spectral algorithm. Arxiv, preprint arXiv:1204.2296 (2012)
-
(2012)
Arxiv, preprint arXi
, vol.1204
, pp. 2296
-
-
Rohe, K.1
Yu, B.2
-
42
-
-
23044533396
-
Improved algorithms for the random cluster graph model
-
Shamir, R., Tsur, D.: Improved algorithms for the random cluster graph model. Alg. Theory SWAT 2002, 230–239 (2002)
-
(2002)
Alg. Theory SWA
, vol.2002
, pp. 230-239
-
-
Shamir, R.1
Tsur, D.2
-
43
-
-
79951788461
-
Ensemble clustering using semidefinite programming with applications
-
Singh, V., Mukherjee, L., Peng, J., Xu, J.: Ensemble clustering using semidefinite programming with applications. Mach. Learn. 79(1), 177–200 (2010)
-
(2010)
Mach. Learn
, vol.79
, Issue.1
, pp. 177-200
-
-
Singh, V.1
Mukherjee, L.2
Peng, J.3
Xu, J.4
-
45
-
-
65649137930
-
Probing the pareto frontier for basis pursuit solutions
-
Van Den Berg, E., Friedlander, M.: Probing the pareto frontier for basis pursuit solutions. SIAM J. Sci. Comput. 31(2), 890–912 (2008)
-
(2008)
SIAM J. Sci. Comput
, vol.31
, Issue.2
, pp. 890-912
-
-
Van Den Berg, E.1
Friedlander, M.2
|