-
1
-
-
0038166193
-
Database-friendly random projections: Johnson-Lindenstrauss with binary coins
-
D. Achlioptas, "Database-friendly random projections: Johnson-Lindenstrauss with binary coins," Journal of Computer and System Sciences, vol. 66, no. 4, pp. 671-687, 2003.
-
(2003)
Journal of Computer and System Sciences
, vol.66
, Issue.4
, pp. 671-687
-
-
Achlioptas, D.1
-
2
-
-
34247228045
-
Fast computation of low-rank matrix approximations
-
ACM
-
D. Achlioptas and F. McSherry, "Fast computation of low-rank matrix approximations," Journal of the ACM, vol. 54, no. 2, p. Article 9, 2007.
-
(2007)
Journal of the
, vol.54
, Issue.2
, pp. 9
-
-
Achlioptas, D.1
McSherry, F.2
-
3
-
-
33748109164
-
Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform
-
STOC'06: Proceedings of the 38th Annual ACM Symposium on Theory of Computing
-
N. Ailon and B. Chazelle, "Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform," in Proceedings of the 38th Annual ACM Symposium on Theory of Computing, pp. 557-563, 2006. (Pubitemid 44306590)
-
(2006)
Proceedings of the Annual ACM Symposium on Theory of Computing
, vol.2006
, pp. 557-563
-
-
Ailon, N.1
Chazelle, B.2
-
4
-
-
67650105330
-
The fast Johnson-Lindenstrauss transform and approximate nearest neighbors
-
N. Ailon and B. Chazelle, "The fast Johnson-Lindenstrauss transform and approximate nearest neighbors," SIAM Journal on Computing, vol. 39, no. 1, pp. 302-322, 2009.
-
(2009)
SIAM Journal on Computing
, vol.39
, Issue.1
, pp. 302-322
-
-
Ailon, N.1
Chazelle, B.2
-
5
-
-
75749141980
-
Faster dimension reduction
-
N. Ailon and B. Chazelle, "Faster dimension reduction," Communications of the ACM, vol. 53, no. 2, pp. 97-104, 2010.
-
(2010)
Communications of the ACM
, vol.53
, Issue.2
, pp. 97-104
-
-
Ailon, N.1
Chazelle, B.2
-
8
-
-
0034730140
-
Singular value decomposition for genome-wide expression data processing and modeling
-
O. Alter, P. O. Brown, and D. Botstein, "Singular value decomposition for genome-wide expression data processing and modeling," Proc. Natl. Acad. Sci. USA, vol. 97, no. 18, pp. 10101-10106, 2000.
-
(2000)
Proc. Natl. Acad. Sci. USA
, vol.97
, Issue.18
, pp. 10101-10106
-
-
Alter, O.1
Brown, P.O.2
Botstein, D.3
-
9
-
-
77953821242
-
Blendenpik: Supercharging LAPACK's least-squares solver
-
H. Avron, P. Maymounkov, and S. Toledo, "Blendenpik: Supercharging LAPACK's least-squares solver," SIAM Journal on Scientific Computing, vol. 32, pp. 1217-1236, 2010.
-
(2010)
SIAM Journal on Scientific Computing
, vol.32
, pp. 1217-1236
-
-
Avron, H.1
Maymounkov, P.2
Toledo, S.3
-
10
-
-
63249085856
-
Some issues in dense linear algebra for multicore and special purpose architectures
-
University of Tennessee, May
-
M. Baboulin, J. Dongarra, and S. Tomov, "Some issues in dense linear algebra for multicore and special purpose architectures," Technical Report UT-CS-08-200, University of Tennessee, May 2008.
-
(2008)
Technical Report UT-CS-08-200
-
-
Baboulin, M.1
Dongarra, J.2
Tomov, S.3
-
11
-
-
77955253091
-
Data mining and machine learning in astronomy
-
N. M. Ball and R. J. Brunner, "Data mining and machine learning in astronomy," International Journal of Modern Physics D, vol. 19, no. 7, pp. 1049- 1106, 2010.
-
(2010)
International Journal of Modern Physics D
, vol.19
, Issue.7
, pp. 1049-1106
-
-
Ball, N.M.1
Brunner, R.J.2
-
12
-
-
1542327730
-
Galaxy types in the Sloan Digital Sky survey using supervised artificial neural networks
-
N. M. Ball, J. Loveday, M. Fukugita, O. Nakamura, S. Okamura, J. Brinkmann, and R. J. Brunner, "Galaxy types in the Sloan Digital Sky Survey using supervised artificial neural networks," Monthly Notices of the Royal Astronomical Society, vol. 348, no. 3, pp. 1038-1046, 2004. (Pubitemid 38317848)
-
(2004)
Monthly Notices of the Royal Astronomical Society
, vol.348
, Issue.3
, pp. 1038-1046
-
-
Ball, N.M.1
Loveday, J.2
Fukugita, M.3
Nakamura, O.4
Okamura, S.5
Brinkmann, J.6
Brunner, R.J.7
-
13
-
-
41549119861
-
On the spectrum of the normalized graph Laplacian
-
A. Banerjee and J. Jost, "On the spectrum of the normalized graph Laplacian," Linear Algebra and its Applications, vol. 428, no. 11-12, pp. 3015-3022, 2008.
-
(2008)
Linear Algebra and Its Applications
, vol.428
, Issue.11-12
, pp. 3015-3022
-
-
Banerjee, A.1
Jost, J.2
-
14
-
-
67349157147
-
Graph spectra as a systematic tool in computational biology
-
A. Banerjee and J. Jost, "Graph spectra as a systematic tool in computational biology," Discrete Applied Mathematics, vol. 157, no. 10, pp. 2425-2431, 2009.
-
(2009)
Discrete Applied Mathematics
, vol.157
, Issue.10
, pp. 2425-2431
-
-
Banerjee, A.1
Jost, J.2
-
15
-
-
34547811873
-
Graph effective resistance and distributed control: Spectral properties and applications
-
4177510, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC
-
P. Barooah and J. P. Hespanha, "Graph effective resistances and distributed control: Spectral properties and applications," in Proceedings of the 45th IEEE Conference on Decision and Control, pp. 3479-3485, 2006. (Pubitemid 351283761)
-
(2006)
Proceedings of the IEEE Conference on Decision and Control
, pp. 3479-3485
-
-
Barooah, P.1
Hespanha, J.P.2
-
16
-
-
34547173915
-
An estimator for the diagonal of a matrix
-
DOI 10.1016/j.apnum.2007.01.003, PII S0168927407000244, Numerical Algorithms, Parallelis, and Aplications (2)
-
C. Bekas, E. Kokiopoulou, and Y. Saad, "An estimator for the diagonal of a matrix," Applied Numerical Mathematics, vol. 57, pp. 1214-1229, 2007. (Pubitemid 47348166)
-
(2007)
Applied Numerical Mathematics
, vol.57
, Issue.11-12
, pp. 1214-1229
-
-
Bekas, C.1
Kokiopoulou, E.2
Saad, Y.3
-
19
-
-
73349115535
-
On landmark selection and sampling in highdimensional data analysis
-
M.-A. Belabbas and P. J.Wolfe, "On landmark selection and sampling in highdimensional data analysis," Philosophical Transactions of the Royal Society, Series A, vol. 367, pp. 4295-4312, 2009.
-
(2009)
Philosophical Transactions of the Royal Society, Series A
, vol.367
, pp. 4295-4312
-
-
Belabbas, M.-A.1
Wolfe, P.J.2
-
20
-
-
58849142031
-
Spectral methods in machine learning and new strategies for very large datasets
-
M.-A. Belabbas and P. J. Wolfe, "Spectral methods in machine learning and new strategies for very large datasets," Proc. Natl. Acad. Sci. USA, vol. 106, pp. 369-374, 2009.
-
(2009)
Proc. Natl. Acad. Sci. USA
, vol.106
, pp. 369-374
-
-
Belabbas, M.-A.1
Wolfe, P.J.2
-
21
-
-
84856498980
-
On the approximation of matrix products and positive definite matrices
-
Preprint: arXiv:0707.4448
-
M.-A. Belabbas and P. Wolfe, "On the approximation of matrix products and positive definite matrices," Technical report. Preprint: arXiv:0707.4448, 2007.
-
(2007)
Technical Report
-
-
Belabbas, M.-A.1
Wolfe, P.2
-
22
-
-
31044445386
-
Email surveillance using non-negative matrix factorization
-
DOI 10.1007/s10588-005-5380-5
-
M. W. Berry and M. Browne, "Email surveillance using non-negative matrix factorization," Computational and Mathematical Organization Theory, vol. 11, no. 3, pp. 249-264, 2005. (Pubitemid 43118969)
-
(2005)
Computational and Mathematical Organization Theory
, vol.11
, Issue.3
, pp. 249-264
-
-
Berry, M.W.1
Browne, M.2
-
23
-
-
33646775529
-
Computing sparse reducedrank approximations to sparse matrices
-
University of Maryland, College Park, MD
-
M. W. Berry, S. A. Pulatova, and G. W. Stewart, "Computing sparse reducedrank approximations to sparse matrices," Technical Report UMIACS TR- 2004-32 CMSC TR-4589, University of Maryland, College Park, MD, 2004.
-
(2004)
Technical Report UMIACS TR-2004-32 CMSC TR-4589
-
-
Berry, M.W.1
Pulatova, S.A.2
Stewart, G.W.3
-
24
-
-
0035789317
-
Random projection in dimensionality reduction: Applications to image and text data
-
E. Bingham and H. Mannila, "Random projection in dimensionality reduction: Applications to image and text data," in Proceedings of the 7th Annual ACM SIGKDD Conference, pp. 245-250, 2001.
-
(2001)
Proceedings of the 7th Annual ACM SIGKDD Conference
, pp. 245-250
-
-
Bingham, E.1
Mannila, H.2
-
25
-
-
0041018232
-
Structure-preserving and rank-revealing QR-factorizations
-
C. H. Bischof and P. C. Hansen, "Structure-preserving and rank-revealing QR-factorizations," SIAM Journal on Scientific and Statistical Computing, vol. 12, no. 6, pp. 1332-1350, 1991.
-
(1991)
SIAM Journal on Scientific and Statistical Computing
, vol.12
, Issue.6
, pp. 1332-1350
-
-
Bischof, C.H.1
Hansen, P.C.2
-
26
-
-
0032083879
-
Algorithm 782: Codes for rank-revealing QR factorizations of dense matrices
-
C. H. Bischof and G. Quintana-Ortí, "Algorithm 782: Codes for rank-revealing QR factorizations of dense matrices," ACM Transactions on Mathematical Software, vol. 24, no. 2, pp. 254-257, 1998. (Pubitemid 128444734)
-
(1998)
ACM Transactions on Mathematical Software
, vol.24
, Issue.2
, pp. 254-257
-
-
Bischof, C.H.1
Quintana-Orti, G.2
-
27
-
-
0032083715
-
Computing rank-revealing QR factorizations of dense matrices
-
C. H. Bischof and G. Quintana-Ortí, "Computing rank-revealing QR factorizations of dense matrices," ACM Transactions on Mathematical Software, vol. 24, no. 2, pp. 226-253, 1998. (Pubitemid 128444733)
-
(1998)
ACM Transactions on Mathematical Software
, vol.24
, Issue.2
, pp. 226-253
-
-
Bischof, C.H.1
Quintana-Orti, G.2
-
28
-
-
84936824655
-
Power and centrality: A family of measures
-
P. Bonacich, "Power and centrality: A family of measures," The American Journal of Sociology, vol. 92, no. 5, pp. 1170-1182, 1987.
-
(1987)
The American Journal of Sociology
, vol.92
, Issue.5
, pp. 1170-1182
-
-
Bonacich, P.1
-
29
-
-
78049281558
-
Exploring the spectral space of low redshift QSOs
-
T. A. Boroson and T. R. Lauer, "Exploring the spectral space of low redshift QSOs," The Astronomical Journal, vol. 140, pp. 390-402, 2010.
-
(2010)
The Astronomical Journal
, vol.140
, pp. 390-402
-
-
Boroson, T.A.1
Lauer, T.R.2
-
30
-
-
84944560863
-
An improved approximation algorithm for the column subset selection problem
-
Preprint: arXiv:0812.4293v2
-
C. Boutsidis, M. W. Mahoney, and P. Drineas, "An improved approximation algorithm for the column subset selection problem," Technical report. Preprint: arXiv:0812.4293v2, 2008.
-
(2008)
Technical Report
-
-
Boutsidis, C.1
Mahoney, M.W.2
Drineas, P.3
-
31
-
-
65449139217
-
Unsupervised feature selection for principal components analysis
-
C. Boutsidis, M. W. Mahoney, and P. Drineas, "Unsupervised feature selection for principal components analysis," in Proceedings of the 14th Annual ACM SIGKDD Conference, pp. 61-69, 2008.
-
(2008)
Proceedings of the 14th Annual ACM SIGKDD Conference
, pp. 61-69
-
-
Boutsidis, C.1
Mahoney, M.W.2
Drineas, P.3
-
33
-
-
70349152160
-
An improved approximation algorithm for the column subset selection problem
-
C. Boutsidis, M. W. Mahoney, and P. Drineas, "An improved approximation algorithm for the column subset selection problem," in Proceedings of the 20th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 968-977, 2009.
-
(2009)
Proceedings of the 20th Annual ACM-SIAM Symposium on Discrete Algorithms
, pp. 968-977
-
-
Boutsidis, C.1
Mahoney, M.W.2
Drineas, P.3
-
34
-
-
0001714858
-
Diffusion in a sparsely connected space: A model for glassy relaxation
-
A. J. Bray and G. J. Rodgers, "Diffusion in a sparsely connected space: A model for glassy relaxation," Physical Review B, vol. 38, no. 16, pp. 11461- 11470, 1988.
-
(1988)
Physical Review B
, vol.38
, Issue.16
, pp. 11461-11470
-
-
Bray, A.J.1
Rodgers, G.J.2
-
35
-
-
84892416756
-
Subset selection algorithms: Randomized vs. deterministic
-
May 13
-
M. E. Broadbent, M. Brown, and K. Penner, "Subset selection algorithms: Randomized vs. deterministic," SIAM Undergraduate Research Online, vol. 3, May 13 2010.
-
SIAM Undergraduate Research Online
, vol.3
, pp. 2010
-
-
Broadbent, M.E.1
Brown, M.2
Penner, K.3
-
36
-
-
2442565134
-
Massive datasets in astronomy
-
(J. Abello, P. M. Pardalos, and M. G. C. Resende, eds.), Kluwer Academic Publishers
-
R. J. Brunner, S. G. Djorgovski, T. A. Prince, and A. S. Szalay, "Massive datasets in astronomy," in Handbook of Massive Data Sets, (J. Abello, P. M. Pardalos, and M. G. C. Resende, eds.), pp. 931-979, Kluwer Academic Publishers, 2002.
-
(2002)
Handbook of Massive Data Sets
, pp. 931-979
-
-
Brunner, R.J.1
Djorgovski, S.G.2
Prince, T.A.3
Szalay, A.S.4
-
37
-
-
63549098106
-
Reliable eigenspectra for new generation surveys
-
T. Budavári, V. Wild, A. S. Szalay, L. Dobos, and C.-W. Yip, "Reliable eigenspectra for new generation surveys," Monthly Notices of the Royal Astronomical Society, vol. 394, no. 3, pp. 1496-1502, 2009.
-
(2009)
Monthly Notices of the Royal Astronomical Society
, vol.394
, Issue.3
, pp. 1496-1502
-
-
Budavári, T.1
Wild, V.2
Szalay, A.S.3
Dobos, L.4
Yip, C.-W.5
-
38
-
-
0000673625
-
Linear least squares solutions by Householder transformations
-
P. Businger and G. H. Golub, "Linear least squares solutions by Householder transformations," Numerische Mathematik, vol. 7, pp. 269-276, 1965.
-
(1965)
Numerische Mathematik
, vol.7
, pp. 269-276
-
-
Businger, P.1
Golub, G.H.2
-
39
-
-
55549132964
-
Fast computation of Fourier integral operators
-
E. Candes, L. Demanet, and L. Ying, "Fast computation of Fourier integral operators," SIAM Journal on Scientific Computing, vol. 29, no. 6, pp. 2464- 2493, 2007.
-
(2007)
SIAM Journal on Scientific Computing
, vol.29
, Issue.6
, pp. 2464-2493
-
-
Candes, E.1
Demanet, L.2
Ying, L.3
-
40
-
-
34249687049
-
Sparsity and incoherence in compressive sampling
-
DOI 10.1088/0266-5611/23/3/008, PII S0266561107398742, 008
-
E. Candes and J. Romberg, "Sparsity and incoherence in compressive sampling," Inverse Problems, vol. 23, no. 3, pp. 969-985, 2007. (Pubitemid 46838836)
-
(2007)
Inverse Problems
, vol.23
, Issue.3
, pp. 969-985
-
-
Candes, E.1
Romberg, J.2
-
41
-
-
71049116435
-
Exact matrix completion via convex optimization
-
E. J. Candes and B. Recht, "Exact matrix completion via convex optimization," Foundations of Computational Mathematics, vol. 9, no. 6, pp. 717-772, 2009.
-
(2009)
Foundations of Computational Mathematics
, vol.9
, Issue.6
, pp. 717-772
-
-
Candes, E.J.1
Recht, B.2
-
43
-
-
33745822438
-
Data mining using fractals and power laws
-
DOI 10.1007/11752912-2, Advances in Artificial Intelligence - 4th Helenic Conference on AI, SETN 2006, Proceedings
-
D. Chakrabarti and C. Faloutsos, "Graph mining: Laws, generators, and algorithms," ACM Computing Surveys, vol. 38, no. 1, p. 2, 2006. (Pubitemid 44029962)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3955
, pp. 2
-
-
Faloutsos, C.1
-
44
-
-
0002170151
-
Rank revealing QR factorizations
-
T. F. Chan, "Rank revealing QR factorizations," Linear Algebra and Its Applications, vol. 88/89, pp. 67-82, 1987.
-
(1987)
Linear Algebra and Its Applications
, vol.88-89
, pp. 67-82
-
-
Chan, T.F.1
-
46
-
-
0001138266
-
Computing truncated singular value decomposition least squares solutions by rank revealing QR-factorizations
-
T. F. Chan and P. C. Hansen, "Computing truncated singular value decomposition least squares solutions by rank revealing QR-factorizations," SIAM Journal on Scientific and Statistical Computing, vol. 11, pp. 519-530, 1990.
-
(1990)
SIAM Journal on Scientific and Statistical Computing
, vol.11
, pp. 519-530
-
-
Chan, T.F.1
Hansen, P.C.2
-
48
-
-
79960591511
-
Ranksparsity incoherence for matrix decomposition
-
V. Chandrasekaran, S. Sanghavi, P. A. Parrilo, and A. S. Willsky, "Ranksparsity incoherence for matrix decomposition," SIAM Journal on Optimization, vol. 21, no. 2, pp. 572-596, 2011.
-
(2011)
SIAM Journal on Optimization
, vol.21
, Issue.2
, pp. 572-596
-
-
Chandrasekaran, V.1
Sanghavi, S.2
Parrilo, P.A.3
Willsky, A.S.4
-
49
-
-
84972496372
-
Influential observations, high leverage points, and outliers in linear regression
-
S. Chatterjee and A. S. Hadi, "Influential observations, high leverage points, and outliers in linear regression," Statistical Science, vol. 1, no. 3, pp. 379-393, 1986.
-
(1986)
Statistical Science
, vol.1
, Issue.3
, pp. 379-393
-
-
Chatterjee, S.1
Hadi, A.S.2
-
52
-
-
0032112293
-
A genome-wide transcriptional analysis of the mitotic cell cycle
-
R. J. Cho, M. J. Campbell, E. A. Winzeler, L. Steinmetz, A. Conway, L. Wodicka, T. G. Wolfsberg, A. E. Gabrielian, D. Landsman, D. J. Lockhart, and R. W. Davis, "A genome-wide transcriptional analysis of the mitotic cell cycle," Molecular Cell, vol. 2, pp. 65-73, 1998. (Pubitemid 128378967)
-
(1998)
Molecular Cell
, vol.2
, Issue.1
, pp. 65-73
-
-
Cho, R.J.1
Campbell, M.J.2
Winzeler, E.A.3
Steinmetz, L.4
Conway, A.5
Wodicka, L.6
Wolfsberg, T.G.7
Gabrielian, A.E.8
Landsman, D.9
Lockhart, D.J.10
Davis, R.W.11
-
54
-
-
78649910530
-
On selecting a maximum volume sub-matrix of a matrix and related problems
-
A. Civril and M. Magdon-Ismail, "On selecting a maximum volume sub-matrix of a matrix and related problems," Theoretical Computer Science, vol. 410, pp. 4801-4811, 2009.
-
(2009)
Theoretical Computer Science
, vol.410
, pp. 4801-4811
-
-
Civril, A.1
Magdon-Ismail, M.2
-
56
-
-
79957617908
-
A fast randomized algorithm for orthogonal projection
-
E. S. Coakley, V. Rokhlin, and M. Tygert, "A fast randomized algorithm for orthogonal projection," SIAM Journal on Scientific Computing, vol. 33, no. 2, pp. 849-868, 2011.
-
(2011)
SIAM Journal on Scientific Computing
, vol.33
, Issue.2
, pp. 849-868
-
-
Coakley, E.S.1
Rokhlin, V.2
Tygert, M.3
-
57
-
-
0009819537
-
A robust classification of galaxy spectra: Dealing with noisy and incomplete data
-
A. J. Connolly and A. S. Szalay, "A robust classification of galaxy spectra: Dealing with noisy and incomplete data," The Astronomical Journal, vol. 117, no. 5, pp. 2052-2062, 1999.
-
(1999)
The Astronomical Journal
, vol.117
, Issue.5
, pp. 2052-2062
-
-
Connolly, A.J.1
Szalay, A.S.2
-
58
-
-
0001046211
-
Spectral classification of galaxies: An orthogonal approach
-
A. J. Connolly, A. S. Szalay, M. A. Bershady, A. L. Kinney, and D. Calzetti, "Spectral classification of galaxies: an orthogonal approach," The Astronomical Journal, vol. 110, no. 3, pp. 1071-1082, 1995.
-
(1995)
The Astronomical Journal
, vol.110
, Issue.3
, pp. 1071-1082
-
-
Connolly, A.J.1
Szalay, A.S.2
Bershady, M.A.3
Kinney, A.L.4
Calzetti, D.5
-
59
-
-
84968470212
-
An algorithm for the machine calculation of complex Fourier series
-
J. W. Cooley and J. W. Tukey, "An algorithm for the machine calculation of complex Fourier series," Mathematics of Computation, vol. 19, no. 90, pp. 297-301, 1965.
-
(1965)
Mathematics of Computation
, vol.19
, Issue.90
, pp. 297-301
-
-
Cooley, J.W.1
Tukey, J.W.2
-
60
-
-
77954786104
-
A sparse Johnson-Lindenstrauss transform
-
A. Dasgupta, R. Kumar, and T. Sarlós, "A sparse Johnson-Lindenstrauss transform," in Proceedings of the 42nd Annual ACM Symposium on Theory of Computing, pp. 341-350, 2010.
-
(2010)
Proceedings of the 42nd Annual ACM Symposium on Theory of Computing
, pp. 341-350
-
-
Dasgupta, A.1
Kumar, R.2
Sarlós, T.3
-
61
-
-
0037236821
-
An elementary proof of a theorem of Johnson and Lindenstrauss
-
S. Dasgupta and A. Gupta, "An elementary proof of a theorem of Johnson and Lindenstrauss," Random Structures and Algorithms, vol. 22, no. 1, pp. 60-65, 2003.
-
(2003)
Random Structures and Algorithms
, vol.22
, Issue.1
, pp. 60-65
-
-
Dasgupta, S.1
Gupta, A.2
-
62
-
-
84856460967
-
Subsampling algorithms for semidefinite programming
-
Preprint: arXiv: 0803
-
A. d'Aspremont, "Subsampling algorithms for semidefinite programming," Technical Report. Preprint: arXiv:0803.1990, 2008.
-
(1990)
Technical Report
, pp. 2008
-
-
D'Aspremont, A.1
-
63
-
-
84989525001
-
Indexing by latent semantic analysis
-
S. T. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman, "Indexing by latent semantic analysis," Journal of the American Society for Information Science, vol. 41, no. 6, pp. 391-407, 1990.
-
(1990)
Journal of the American Society for Information Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.T.1
Dumais, S.T.2
Furnas, G.W.3
Landauer, T.K.4
Harshman, R.5
-
65
-
-
33750065382
-
Adaptive sampling and fast low-rank matrix approximation
-
Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques - 9th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2006 a
-
A. Deshpande and S. Vempala, "Adaptive sampling and fast low-rank matrix approximation," in Proceedings of the 10th International Workshop on Randomization and Computation, pp. 292-303, 2006. (Pubitemid 44577539)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4110
, pp. 292-303
-
-
Deshpande, A.1
Vempala, S.2
-
66
-
-
0347566145
-
Spectra of complex networks
-
S. N. Dorogovtsev, A. V. Goltsev, J. F. F. Mendes, and A. N. Samukhin, "Spectra of complex networks," Physical Review E, vol. 68, p. 046109, 2003.
-
(2003)
Physical Review e
, vol.68
, pp. 046109
-
-
Dorogovtsev, S.N.1
Goltsev, A.V.2
Mendes, J.F.F.3
Samukhin, A.N.4
-
67
-
-
0005428798
-
Testing for the inclusion of variables in linear regression by a randomisation technique
-
N. R. Draper and D. M. Stoneman, "Testing for the inclusion of variables in linear regression by a randomisation technique," Technometrics, vol. 8, no. 4, pp. 695-699, 1966.
-
(1966)
Technometrics
, vol.8
, Issue.4
, pp. 695-699
-
-
Draper, N.R.1
Stoneman, D.M.2
-
68
-
-
3142750484
-
Clustering large graphs via the singular value decomposition
-
P. Drineas, A. Frieze, R. Kannan, S. Vempala, and V. Vinay, "Clustering large graphs via the singular value decomposition," Machine Learning, vol. 56, no. 1-3, pp. 9-33, 2004.
-
(2004)
Machine Learning
, vol.56
, Issue.1-3
, pp. 9-33
-
-
Drineas, P.1
Frieze, A.2
Kannan, R.3
Vempala, S.4
Vinay, V.5
-
69
-
-
33751115359
-
Fast Monte Carlo algorithms for matrices I: Approximating matrix multiplication
-
DOI 10.1137/S0097539704442684
-
P. Drineas, R. Kannan, and M. W. Mahoney, "Fast Monte Carlo algorithms for matrices I: Approximating matrix multiplication," SIAM Journal on Computing, vol. 36, pp. 132-157, 2006. (Pubitemid 46374021)
-
(2006)
SIAM Journal on Computing
, vol.36
, Issue.1
, pp. 132-157
-
-
Drineas, P.1
Kannan, R.2
Mahoney, M.W.3
-
70
-
-
33751075906
-
Fast Monte Carlo algorithms for matrices II: Computing a low-rank approximation to a matrix
-
DOI 10.1137/S0097539704442696
-
P. Drineas, R. Kannan, and M. W. Mahoney, "Fast Monte Carlo algorithms for matrices II: Computing a low-rank approximation to a matrix," SIAM Journal on Computing, vol. 36, pp. 158-183, 2006. (Pubitemid 46374022)
-
(2006)
SIAM Journal on Computing
, vol.36
, Issue.1
, pp. 158-183
-
-
Drineas, P.1
Kannan, R.2
Mahoney, M.W.3
-
71
-
-
33751097630
-
Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition
-
DOI 10.1137/S0097539704442702
-
P. Drineas, R. Kannan, and M. W. Mahoney, "Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition," SIAM Journal on Computing, vol. 36, pp. 184-206, 2006. (Pubitemid 46374023)
-
(2006)
SIAM Journal on Computing
, vol.36
, Issue.1
, pp. 184-206
-
-
Drineas, P.1
Kannan, R.2
Mahoney, M.W.3
-
72
-
-
77957857734
-
Inferring geographic coordinates of origin for Europeans using small panels of ancestry informative markers
-
no. 8
-
P. Drineas, J. Lewis, and P. Paschou, "Inferring geographic coordinates of origin for Europeans using small panels of ancestry informative markers," PLoS ONE, vol. 5, no. 8, no. 8, p. e11892, 2010.
-
(2010)
PLoS ONE
, vol.5
, Issue.8
-
-
Drineas, P.1
Lewis, J.2
Paschou, P.3
-
73
-
-
84856484816
-
Fast approximation of matrix coherence and statistical leverage
-
Preprint: arXiv: 1109.3843
-
P. Drineas, M. Magdon-Ismail, M. W. Mahoney, and D. P. Woodruff, "Fast approximation of matrix coherence and statistical leverage," Technical report. Preprint: arXiv:1109.3843, 2011.
-
(2011)
Technical Report
-
-
Drineas, P.1
Magdon-Ismail, M.2
Mahoney, M.W.3
Woodruff, D.P.4
-
74
-
-
29244453931
-
On the Nyström method for approximating a Gram matrix for improved kernel-based learning
-
P. Drineas and M. W. Mahoney, "On the Nyström method for approximating a Gram matrix for improved kernel-based learning," Journal of Machine Learning Research, vol. 6, pp. 2153-2175, 2005. (Pubitemid 41832630)
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 2153-2175
-
-
Drineas, P.1
Mahoney, M.W.2
-
75
-
-
33244493810
-
Sampling algorithms for l2 regression and applications
-
P. Drineas, M. W. Mahoney, and S. Muthukrishnan, "Sampling algorithms for l2 regression and applications," in Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 1127-1136, 2006.
-
(2006)
Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithms
, pp. 1127-1136
-
-
Drineas, P.1
Mahoney, M.W.2
Muthukrishnan, S.3
-
76
-
-
58849107202
-
Relative-error CUR matrix decompositions
-
P. Drineas, M. W. Mahoney, and S. Muthukrishnan, "Relative-error CUR matrix decompositions," SIAM Journal on Matrix Analysis and Applications, vol. 30, pp. 844-881, 2008.
-
(2008)
SIAM Journal on Matrix Analysis and Applications
, vol.30
, pp. 844-881
-
-
Drineas, P.1
Mahoney, M.W.2
Muthukrishnan, S.3
-
77
-
-
78651450265
-
Faster least squares approximation
-
P. Drineas, M. W. Mahoney, S. Muthukrishnan, and T. Sarlós, "Faster least squares approximation," Numerische Mathematik, vol. 117, no. 2, pp. 219-249, 2010.
-
(2010)
Numerische Mathematik
, vol.117
, Issue.2
, pp. 219-249
-
-
Drineas, P.1
Mahoney, M.W.2
Muthukrishnan, S.3
Sarlós, T.4
-
78
-
-
0141711679
-
Wavelet-based numerical homogenization with applications
-
(T. J. Barth, T. F. Chan, and R. Haimes, eds.), Springer
-
B. Engquist and O. Runborg, "Wavelet-based numerical homogenization with applications," in Multiscale and Multiresolution Methods: Theory and Applications, LNCSE, (T. J. Barth, T. F. Chan, and R. Haimes, eds.), pp. 97-148, Springer, 2001.
-
(2001)
Multiscale and Multiresolution Methods: Theory and Applications, LNCSE
, pp. 97-148
-
-
Engquist, B.1
Runborg, O.2
-
79
-
-
48249115600
-
Fast directional multilevel algorithms for oscillatory kernels
-
B. Engquist and L. Ying, "Fast directional multilevel algorithms for oscillatory kernels," SIAM Journal on Scientific Computing, vol. 29, pp. 1710-1737, 2007.
-
(2007)
SIAM Journal on Scientific Computing
, vol.29
, pp. 1710-1737
-
-
Engquist, B.1
Ying, L.2
-
81
-
-
80052734652
-
Importance sampling for a Monte Carlo matrix multiplication algorithm, with application to information retrieval
-
S. Eriksson-Bique, M. Solbrig, M. Stefanelli, S. Warkentin, R. Abbey, and I. C. F. Ipsen, "Importance sampling for a Monte Carlo matrix multiplication algorithm, with application to information retrieval," SIAM Journal on Scientific Computing, vol. 33, no. 4, pp. 1689-1706, 2011.
-
(2011)
SIAM Journal on Scientific Computing
, vol.33
, Issue.4
, pp. 1689-1706
-
-
Eriksson-Bique, S.1
Solbrig, M.2
Stefanelli, M.3
Warkentin, S.4
Abbey, R.5
Ipsen, I.C.F.6
-
82
-
-
21144466780
-
A numerical study of sparse random matrices
-
S. N. Evangelou, "A numerical study of sparse random matrices," Journal of Statistical Physics, vol. 69, no. 1-2, pp. 361-383, 1992.
-
(1992)
Journal of Statistical Physics
, vol.69
, Issue.1-2
, pp. 361-383
-
-
Evangelou, S.N.1
-
83
-
-
4043066126
-
Spectra of " real-world" graphs: Beyond the semicircle law
-
I. J. Farkas, I. Derényi, A.-L. Barabási, and T. Vicsek, "Spectra of "real-world" graphs: Beyond the semicircle law," Physical Review E, vol. 64, p. 026704, 2001.
-
(2001)
Physical Review e
, vol.64
, pp. 026704
-
-
Farkas, I.J.1
Derényi, I.2
Barabási, A.-L.3
Vicsek, T.4
-
85
-
-
84974824176
-
An artificial neural network approach to the classification of galaxy spectra
-
S. R. Folkes, O. Lahav, and S. J. Maddox, "An artificial neural network approach to the classification of galaxy spectra," Mon. Not. R. Astron. Soc., vol. 283, no. 2, pp. 651-665, 1996.
-
(1996)
Mon. Not. R. Astron. Soc.
, vol.283
, Issue.2
, pp. 651-665
-
-
Folkes, S.R.1
Lahav, O.2
Maddox, S.J.3
-
86
-
-
38249043588
-
Rank and null space calculations using matrix decomposition without column interchanges
-
L. V. Foster, "Rank and null space calculations using matrix decomposition without column interchanges," Linear Algebra and Its Applications, vol. 74, pp. 47-71, 1986.
-
(1986)
Linear Algebra and Its Applications
, vol.74
, pp. 47-71
-
-
Foster, L.V.1
-
88
-
-
38249031101
-
The Johnson-Lindenstrauss lemma and the sphericity of some graphs
-
P. Frankl and H. Maehara, "The Johnson-Lindenstrauss lemma and the sphericity of some graphs," Journal of Combinatorial Theory Series A, vol. 44, no. 3, pp. 355-362, 1987.
-
(1987)
Journal of Combinatorial Theory Series A
, vol.44
, Issue.3
, pp. 355-362
-
-
Frankl, P.1
Maehara, H.2
-
89
-
-
0040942625
-
Quick approximation to matrices and applications
-
A. Frieze and R. Kannan, "Quick approximation to matrices and applications," Combinatorica, vol. 19, no. 2, pp. 175-220, 1999.
-
(1999)
Combinatorica
, vol.19
, Issue.2
, pp. 175-220
-
-
Frieze, A.1
Kannan, R.2
-
90
-
-
20444476106
-
Fast Monte-Carlo algorithms for finding low-rank approximations
-
DOI 10.1145/1039488.1039494
-
A. Frieze, R. Kannan, and S. Vempala, "Fast Monte-Carlo algorithms for finding low-rank approximations," Journal of the ACM, vol. 51, no. 6, pp. 1025- 1041, 2004. (Pubitemid 40818314)
-
(2004)
Journal of the ACM
, vol.51
, Issue.6
, pp. 1025-1041
-
-
Frieze, A.1
Kannan, R.2
Vempala, S.3
-
91
-
-
51249182622
-
The eigenvalues of random symmetric matrices
-
Z. Füredi and J. Komlós, "The eigenvalues of random symmetric matrices," Combinatorica, vol. 1, no. 3, pp. 233-241, 1981.
-
(1981)
Combinatorica
, vol.1
, Issue.3
, pp. 233-241
-
-
Füredi, Z.1
Komlós, J.2
-
92
-
-
4243709314
-
Localization in ensemble of sparse random matrices
-
Y. V. Fyodorov and A. D. Mirlin, "Localization in ensemble of sparse random matrices," Physical Review Letters, vol. 67, pp. 2049-2052, 1991.
-
(1991)
Physical Review Letters
, vol.67
, pp. 2049-2052
-
-
Fyodorov, Y.V.1
Mirlin, A.D.2
-
94
-
-
77952733655
-
Sparse recovery using sparse matrices
-
A. Gilbert and P. Indyk, "Sparse recovery using sparse matrices," Proceedings of the IEEE, vol. 98, no. 6, pp. 937-947, 2010.
-
(2010)
Proceedings of the IEEE
, vol.98
, Issue.6
, pp. 937-947
-
-
Gilbert, A.1
Indyk, P.2
-
95
-
-
26444442431
-
Face recognition experiments with random projection
-
DOI 10.1117/12.605553, 49, Biometric Technology for Human Identification II
-
N. Goel, G. Bebis, and A. Nefian, "Face recognition experiments with random projection," Proceedings of the SPIE, vol. 5779, pp. 426-437, 2005. (Pubitemid 41432851)
-
(2005)
Proceedings of SPIE - The International Society for Optical Engineering
, vol.5779
, pp. 426-437
-
-
Goel, N.1
Bebis, G.2
Nefian, A.3
-
96
-
-
4043141148
-
Spectra and eigenvectors of scale-free networks
-
K.-I. Goh, B. Kahng, and D. Kim, "Spectra and eigenvectors of scale-free networks," Physical Review E, vol. 64, p. 051903, 2001.
-
(2001)
Physical Review e
, vol.64
, pp. 051903
-
-
Goh, K.-I.1
Kahng, B.2
Kim, D.3
-
97
-
-
84856437351
-
Bridging the gap between numerical linear algebra, theoretical computer science, and data applications
-
October
-
G. H. Golub, M. W. Mahoney, P. Drineas, and L.-H. Lim, "Bridging the gap between numerical linear algebra, theoretical computer science, and data applications," SIAM News, vol. 39, no. 8, October 2006.
-
(2006)
SIAM News
, vol.39
, Issue.8
-
-
Golub, G.H.1
Mahoney, M.W.2
Drineas, P.3
Lim, L.-H.4
-
99
-
-
0037790752
-
The maximum-volume concept in approximation by low-rank matrices
-
S. A. Goreinov and E. E. Tyrtyshnikov, "The maximum-volume concept in approximation by low-rank matrices," Contemporary Mathematics, vol. 280, pp. 47-51, 2001.
-
(2001)
Contemporary Mathematics
, vol.280
, pp. 47-51
-
-
Goreinov, S.A.1
Tyrtyshnikov, E.E.2
-
100
-
-
0039506183
-
A theory of pseudoskeleton approximations
-
PII S0024379596003011
-
S. A. Goreinov, E. E. Tyrtyshnikov, and N. L. Zamarashkin, "A theory of pseudoskeleton approximations," Linear Algebra and Its Applications, vol. 261, pp. 1-21, 1997. (Pubitemid 127380509)
-
(1997)
Linear Algebra and Its Applications
, vol.261
, Issue.1-3
, pp. 1-21
-
-
Goreinov, S.A.1
Tyrtyshnikov, E.E.2
Zamarashkin, N.L.3
-
101
-
-
0003979290
-
-
New York: W. W. Norton and Company
-
S. J. Gould, The Mismeasure of Man. New York: W. W. Norton and Company, 1996.
-
(1996)
The Mismeasure of Man
-
-
Gould, S.J.1
-
102
-
-
0141829814
-
Construction and arithmetics of H-matrices
-
L. Grasedyck and W. Hackbusch, "Construction and arithmetics of H-matrices," Computing, vol. 70, no. 4, pp. 295-334, 2003.
-
(2003)
Computing
, vol.70
, Issue.4
, pp. 295-334
-
-
Grasedyck, L.1
Hackbusch, W.2
-
103
-
-
0000396658
-
A fast algorithm for particle simulations
-
L. Greengard and V. Rokhlin, "A fast algorithm for particle simulations," Journal of Computational Physics, vol. 73, no. 2, pp. 325-348, 1987.
-
(1987)
Journal of Computational Physics
, vol.73
, Issue.2
, pp. 325-348
-
-
Greengard, L.1
Rokhlin, V.2
-
104
-
-
85011484616
-
A new version of the fast multipole method for the Laplace equation in three dimensions
-
L. Greengard and V. Rokhlin, "A new version of the fast multipole method for the Laplace equation in three dimensions," Acta Numerica, vol. 6, pp. 229-269, 1997.
-
(1997)
Acta Numerica
, vol.6
, pp. 229-269
-
-
Greengard, L.1
Rokhlin, V.2
-
105
-
-
0003216822
-
Efficient algorithms for computing a strong rank-revealing QR factorization
-
M. Gu and S. C. Eisenstat, "Efficient algorithms for computing a strong rankrevealing QR factorization," SIAM Journal on Scientific Computing, vol. 17, pp. 848-869, 1996. (Pubitemid 126621180)
-
(1996)
SIAM Journal of Scientific Computing
, vol.17
, Issue.4
, pp. 848-869
-
-
Gu, M.1
Eisenstat, S.C.2
-
106
-
-
80052705262
-
An algorithm for the principal component analysis of large data sets
-
Preprint: arXiv: 1007.5510
-
N. Halko, P.-G. Martinsson, Y. Shkolnisky, and M. Tygert, "An algorithm for the principal component analysis of large data sets," Technical report. Preprint: arXiv:1007.5510, 2010.
-
(2010)
Technical Report
-
-
Halko, N.1
Martinsson, P.-G.2
Shkolnisky, Y.3
Tygert, M.4
-
107
-
-
79960425522
-
Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
-
no. 2
-
N. Halko, P.-G. Martinsson, and J. A. Tropp, "Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions," SIAM Review, vol. 53, no. 2, no. 2, pp. 217-288, 2011.
-
(2011)
SIAM Review
, vol.53
, Issue.2
, pp. 217-288
-
-
Halko, N.1
Martinsson, P.-G.2
Tropp, J.A.3
-
110
-
-
84948783167
-
The hat matrix in regression and ANOVA
-
D. C. Hoaglin and R. E. Welsch, "The hat matrix in regression and ANOVA," The American Statistician, vol. 32, no. 1, pp. 17-22, 1978.
-
(1978)
The American Statistician
, vol.32
, Issue.1
, pp. 17-22
-
-
Hoaglin, D.C.1
Welsch, R.E.2
-
111
-
-
84968501766
-
Rank-revealing QR factorizations and the singular value decomposition
-
Y. P. Hong and C. T. Pan, "Rank-revealing QR factorizations and the singular value decomposition," Mathematics of Computation, vol. 58, pp. 213-232, 1992.
-
(1992)
Mathematics of Computation
, vol.58
, pp. 213-232
-
-
Hong, Y.P.1
Pan, C.T.2
-
112
-
-
0347362608
-
Principal component analysis for selection of optimal SNP-sets that capture intragenic genetic variation
-
DOI 10.1002/gepi.10292
-
B. D. Horne and N. J. Camp, "Principal component analysis for selection of optimal SNP-sets that capture intragenic genetic variation," Genetic Epidemiology, vol. 26, no. 1, pp. 11-21, 2004. (Pubitemid 38036640)
-
(2004)
Genetic Epidemiology
, vol.26
, Issue.1
, pp. 11-21
-
-
Horne, B.D.1
Camp, N.J.2
-
114
-
-
80053569053
-
Efficient genomewide selection of PCA-correlated tSNPs for genotype imputation
-
A. Javed, P. Drineas, M. W. Mahoney, and P. Paschou, "Efficient genomewide selection of PCA-correlated tSNPs for genotype imputation," Annals of Human Genetics, vol. 75, no. 6, pp. 707-722, 2011.
-
(2011)
Annals of Human Genetics
, vol.75
, Issue.6
, pp. 707-722
-
-
Javed, A.1
Drineas, P.2
Mahoney, M.W.3
Paschou, P.4
-
115
-
-
0001654702
-
Extensions of Lipshitz mapping into Hilbert space
-
W. B. Johnson and J. Lindenstrauss, "Extensions of Lipshitz mapping into Hilbert space," Contemporary Mathematics, vol. 26, pp. 189-206, 1984.
-
(1984)
Contemporary Mathematics
, vol.26
, pp. 189-206
-
-
Johnson, W.B.1
Lindenstrauss, J.2
-
116
-
-
0035641726
-
On the distribution of the largest eigenvalue in principal components analysis
-
I. M. Johnstone, "On the distribution of the largest eigenvalue in principal components analysis," Annals of Statistics, vol. 29, no. 2, pp. 295-327, 2001.
-
(2001)
Annals of Statistics
, vol.29
, Issue.2
, pp. 295-327
-
-
Johnstone, I.M.1
-
117
-
-
62749130805
-
Effective resistance of Gromov-hyperbolic graphs: Application to asymptotic sensor network problems
-
DOI 10.1109/CDC.2007.4434878, 4434878, Proceedings of the 46th IEEE Conference on Decision and Control 2007, CDC
-
E. A. Jonckheere, M. Lou, J. Hespanha, and P. Barooah, "Effective resistance of Gromov-hyperbolic graphs: Application to asymptotic sensor network problems," in Proceedings of the 46th IEEE Conference on Decision and Control, pp. 1453-1458, 2007. (Pubitemid 351277358)
-
(2007)
Proceedings of the IEEE Conference on Decision and Control
, pp. 1453-1458
-
-
Jonckheere, E.A.1
Lou, M.2
Hespanha, J.3
Barooah, P.4
-
118
-
-
79955739996
-
A derandomized sparse Johnson-Lindenstrauss transform
-
Preprint: arXiv: 1006.3585
-
D. M. Kane and J. Nelson, "A derandomized sparse Johnson-Lindenstrauss transform," Technical Report. Preprint: arXiv:1006.3585, 2010.
-
(2010)
Technical Report
-
-
Kane, D.M.1
Nelson, J.2
-
119
-
-
79955739996
-
Sparser Johnson-Lindenstrauss transforms
-
Preprint: arXiv: 1012.1577
-
D. M. Kane and J. Nelson, "Sparser Johnson-Lindenstrauss transforms," Technical Report. Preprint: arXiv:1012.1577, 2010.
-
(2010)
Technical Report
-
-
Kane, D.M.1
Nelson, J.2
-
121
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
Y. Koren, R. Bell, and C. Volinsky, "Matrix factorization techniques for recommender systems," IEEE Computer, vol. 42, no. 8, pp. 30-37, 2009.
-
(2009)
IEEE Computer
, vol.42
, Issue.8
, pp. 30-37
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
122
-
-
52349112409
-
Spectra of sparse random matrices
-
R. Kühn, "Spectra of sparse random matrices," J. of Physics A: Math. and Theor, vol. 41, p. 295002, 2008.
-
(2008)
J. of Physics A: Math. and Theor
, vol.41
, pp. 295002
-
-
Kühn, R.1
-
123
-
-
71149094641
-
On sampling-based approximate spectral decomposition
-
S. Kumar, M. Mohri, and A. Talwalkar, "On sampling-based approximate spectral decomposition," in Proceedings of the 26th International Conference on Machine Learning, pp. 553-560, 2009.
-
(2009)
Proceedings of the 26th International Conference on Machine Learning
, pp. 553-560
-
-
Kumar, S.1
Mohri, M.2
Talwalkar, A.3
-
124
-
-
84862286216
-
Sampling techniques for the Nyström method
-
S. Kumar, M. Mohri, and A. Talwalkar, "Sampling techniques for the Nyström method," in Proceedings of the 12th Tenth International Workshop on Artificial Intelligence and Statistics, pp. 304-311, 2009.
-
(2009)
Proceedings of the 12th Tenth International Workshop on Artificial Intelligence and Statistics
, pp. 304-311
-
-
Kumar, S.1
Mohri, M.2
Talwalkar, A.3
-
125
-
-
0038217829
-
Vector algebra in the analysis of genome-wide expression data
-
F. G. Kuruvilla, P. J. Park, and S. L. Schreiber, "Vector algebra in the analysis of genome-wide expression data," Genome Biology, vol. 3, no. 3, pp. research0011.1-0011.11, 2002.
-
(2002)
Genome Biology
, vol.3
, Issue.3
, pp. 00111-001111
-
-
Kuruvilla, F.G.1
Park, P.J.2
Schreiber, S.L.3
-
126
-
-
77956549641
-
Making large-scale Nyström approximation possible
-
M. Li, J. T. Kwok, and B.-L. Lu, "Making large-scale Nyström approximation possible," in Proceedings of the 27th International Conference on Machine Learning, pp. 631-638, 2010.
-
(2010)
Proceedings of the 27th International Conference on Machine Learning
, pp. 631-638
-
-
Li, M.1
Kwok, J.T.2
Lu, B.-L.3
-
127
-
-
51849136504
-
Dense fast random projections and lean Walsh transforms
-
E. Liberty, N. Ailon, and A. Singer, "Dense fast random projections and lean Walsh transforms," in Proceedings of the 12th International Workshop on Randomization and Computation, pp. 512-522, 2008.
-
(2008)
Proceedings of the 12th International Workshop on Randomization and Computation
, pp. 512-522
-
-
Liberty, E.1
Ailon, N.2
Singer, A.3
-
128
-
-
38049173092
-
Randomized algorithms for the low-rank approximation of matrices
-
E. Liberty, F. Woolfe, P.-G. Martinsson, V. Rokhlin, and M. Tygert, "Randomized algorithms for the low-rank approximation of matrices," Proc. Natl. Acad. Sci. USA, vol. 104, no. 51, pp. 20167-20172, 2007.
-
(2007)
Proc. Natl. Acad. Sci. USA
, vol.104
, Issue.51
, pp. 20167-20172
-
-
Liberty, E.1
Woolfe, F.2
Martinsson, P.-G.3
Rokhlin, V.4
Tygert, M.5
-
129
-
-
79952901900
-
Fast construction of hierarchical matrix representation from matrix-vector multiplication
-
L. Lin, J. Lu, and L. Ying, "Fast construction of hierarchical matrix representation from matrix-vector multiplication," Journal of Computational Physics, vol. 230, pp. 4071-4087, 2011.
-
(2011)
Journal of Computational Physics
, vol.230
, pp. 4071-4087
-
-
Lin, L.1
Lu, J.2
Ying, L.3
-
130
-
-
79952505499
-
An algorithm for selected inversion of a sparse symmetric matrix
-
L. Lin, C. Yang, J. C. Meza, J. Lu, L. Ying, and W. E. SelInv, "An algorithm for selected inversion of a sparse symmetric matrix," ACM Transactions on Mathematical Software, vol. 37, no. 4, p. 40, 2011.
-
(2011)
ACM Transactions on Mathematical Software
, vol.37
, Issue.4
, pp. 40
-
-
Lin, L.1
Yang, C.2
Meza, J.C.3
Lu, J.4
Ying, L.5
Selinv, W.E.6
-
131
-
-
6344233909
-
Finding haplotype tagging SNPs by use of principal components analysis
-
DOI 10.1086/425587
-
Z. Lin and R. B. Altman, "Finding haplotype tagging SNPs by use of principal components analysis," American Journal of Human Genetics, vol. 75, pp. 850-861, 2004. (Pubitemid 39390492)
-
(2004)
American Journal of Human Genetics
, vol.75
, Issue.5
, pp. 850-861
-
-
Lin, Z.1
Altman, R.B.2
-
132
-
-
84856484853
-
Divide-and-conquer matrix factorization
-
Preprint: arXiv: 1107.0789
-
L. Mackey, A. Talwalkar, and M. I. Jordan, "Divide-and-conquer matrix factorization," Technical report. Preprint: arXiv:1107.0789, 2011.
-
(2011)
Technical Report
-
-
MacKey, L.1
Talwalkar, A.2
Jordan, M.I.3
-
133
-
-
84856476395
-
Parameterisation of galaxy spectra in the 2dF galaxy redshift survey
-
the 2dFGRS Team
-
D. Madgwick, O. Lahav, K. Taylor, and the 2dFGRS Team, "Parameterisation of galaxy spectra in the 2dF galaxy redshift survey," in Mining the Sky: Proceedings of the MPA/ESO/MPE Workshop, ESO Astrophysics Symposia, pp. 331-336, 2001.
-
(2001)
Mining the Sky: Proceedings of the MPA/ESO/MPE Workshop, ESO Astrophysics Symposia
, pp. 331-336
-
-
Madgwick, D.1
Lahav, O.2
Taylor, K.3
-
134
-
-
84856433654
-
Row sampling for matrix algorithms via a noncommutative Bernstein bound
-
Preprint: arXiv: 1008.0587
-
M. Magdon-Ismail, "Row sampling for matrix algorithms via a noncommutative Bernstein bound," Technical report. Preprint: arXiv:1008.0587, 2010.
-
(2010)
Technical Report
-
-
Magdon-Ismail, M.1
-
136
-
-
84856456644
-
Computation in large-scale scientific and Internet data applications is a focus of MMDS 2010
-
Preprint: arXiv: 1012.4231
-
M. W. Mahoney, "Computation in large-scale scientific and Internet data applications is a focus of MMDS 2010," Technical report. Preprint: arXiv:1012.4231, 2010.
-
(2010)
Technical Report
-
-
Mahoney, M.W.1
-
137
-
-
58849086813
-
CUR matrix decompositions for improved data analysis
-
M. W. Mahoney and P. Drineas, "CUR matrix decompositions for improved data analysis," Proc. Natl. Acad. Sci. USA, vol. 106, pp. 697-702, 2009.
-
(2009)
Proc. Natl. Acad. Sci. USA
, vol.106
, pp. 697-702
-
-
Mahoney, M.W.1
Drineas, P.2
-
138
-
-
84856464036
-
Algorithmic and statistical challenges in modern large-scale data analysis are the focus of MMDS 2008
-
Preprint: arXiv: 0812.3702
-
M. W. Mahoney, L.-H. Lim, and G. E. Carlsson, "Algorithmic and statistical challenges in modern large-scale data analysis are the focus of MMDS 2008," Technical report. Preprint: arXiv:0812.3702, 2008.
-
(2008)
Technical Report
-
-
Mahoney, M.W.1
Lim, L.-H.2
Carlsson, G.E.3
-
139
-
-
33749575020
-
Tensor-CUR decompositions for tensor-based data
-
KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
M. Mahoney, M. Maggioni, and P. Drineas, "Tensor-CUR decompositions for tensor-based data," in Proceedings of the 12th Annual ACM SIGKDD Conference, pp. 327-336, 2006. (Pubitemid 44535529)
-
(2006)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, vol.2006
, pp. 327-336
-
-
Mahoney, M.W.1
Maggioni, M.2
Drineas, P.3
-
140
-
-
84856501277
-
Rapid factorization of structured matrices via randomized sampling
-
Preprint: arXiv: 0806.2339
-
P.-G. Martinsson, "Rapid factorization of structured matrices via randomized sampling," Technical Report. Preprint: arXiv:0806.2339, 2008.
-
(2008)
Technical Report
-
-
Martinsson, P.-G.1
-
141
-
-
78649322960
-
A randomized algorithm for the decomposition of matrices
-
P.-G. Martinsson, V. Rokhlin, and M. Tygert, "A randomized algorithm for the decomposition of matrices," Applied and Computational Harmonic Analysis, vol. 30, pp. 47-68, 2011.
-
(2011)
Applied and Computational Harmonic Analysis
, vol.30
, pp. 47-68
-
-
Martinsson, P.-G.1
Rokhlin, V.2
Tygert, M.3
-
142
-
-
52349087217
-
On variants of the Johnson-Lindenstrauss lemma
-
J. Matousek, "On variants of the Johnson-Lindenstrauss lemma," Random Structures and Algorithms, vol. 33, no. 2, pp. 142-156, 2008.
-
(2008)
Random Structures and Algorithms
, vol.33
, Issue.2
, pp. 142-156
-
-
Matousek, J.1
-
143
-
-
76949095068
-
Principal component analysis of SDSS stellar spectra
-
R. C. McGurk, A. E. Kimball, and Z. Ivezić, "Principal component analysis of SDSS stellar spectra," The Astronomical Journal, vol. 139, pp. 1261-1268, 2010.
-
(2010)
The Astronomical Journal
, vol.139
, pp. 1261-1268
-
-
McGurk, R.C.1
Kimball, A.E.2
Ivezić, Z.3
-
144
-
-
84856464035
-
LSRN: A parallel iterative solver for strongly over- or under-determined systems
-
Preprint: arXiv:arXiv: 1109.5981
-
X. Meng, M. A. Saunders, and M. W. Mahoney, "LSRN: A parallel iterative solver for strongly over- or under-determined systems," Technical report. Preprint: arXiv:arXiv:1109.5981, 2011.
-
(2011)
Technical Report
-
-
Meng, X.1
Saunders, M.A.2
Mahoney, M.W.3
-
145
-
-
0038728035
-
Selection of genetic markers for association analyses, using linkage disequilibrium and haplotypes
-
DOI 10.1086/376561
-
Z. Meng, D. V. Zaykin, C. F. Xu, M. Wagner, and M. G. Ehm, "Selection of genetic markers for association analyses, using linkage disequilibrium and haplotypes," American Journal of Human Genetics, vol. 73, no. 1, pp. 115-130, 2003. (Pubitemid 36793785)
-
(2003)
American Journal of Human Genetics
, vol.73
, Issue.1
, pp. 115-130
-
-
Meng, Z.1
Zaykin, D.V.2
Xu, C.-F.3
Wagner, M.4
Ehm, M.G.5
-
146
-
-
0018080152
-
Synthetic maps of human gene frequencies in Europeans
-
P. Menozzi, A. Piazza, and L. Cavalli-Sforza, "Synthetic maps of human gene frequencies in Europeans," Science, vol. 201, no. 4358, pp. 786-792, 1978.
-
(1978)
Science
, vol.201
, Issue.4358
, pp. 786-792
-
-
Menozzi, P.1
Piazza, A.2
Cavalli-Sforza, L.3
-
147
-
-
5744249209
-
Equation of state calculations by fast computing machines
-
N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Teller, "Equation of state calculations by fast computing machines," Journal of Chemical Physics, vol. 21, pp. 1087-1092, 1953.
-
(1953)
Journal of Chemical Physics
, vol.21
, pp. 1087-1092
-
-
Metropolis, N.1
Rosenbluth, A.W.2
Rosenbluth, M.N.3
Teller, A.H.4
Teller, E.5
-
148
-
-
36149035179
-
Universality of level correlation function of sparse random matrices
-
A. D. Mirlin and Y. V. Fyodorov, "Universality of level correlation function of sparse random matrices," J. Phys. A: Math. Gen, vol. 24, pp. 2273-2286, 1991.
-
(1991)
J. Phys. A: Math. Gen
, vol.24
, pp. 2273-2286
-
-
Mirlin, A.D.1
Fyodorov, Y.V.2
-
149
-
-
70349143977
-
Spectral and dynamical properties in classes of sparse networks with mesoscopic inhomogeneities
-
M. Mitrović and B. Tadić, "Spectral and dynamical properties in classes of sparse networks with mesoscopic inhomogeneities," Physical Review E, vol. 80, p. 026123, 2009.
-
(2009)
Physical Review e
, vol.80
, pp. 026123
-
-
Mitrović, M.1
Tadić, B.2
-
151
-
-
3142781787
-
-
Boston: Foundations and Trends in Theoretical Computer Science. Now Publishers Inc
-
S. Muthukrishnan, Data Streams: Algorithms and Applications. Boston: Foundations and Trends in Theoretical Computer Science. Now Publishers Inc, 2005.
-
(2005)
Data Streams: Algorithms and Applications
-
-
Muthukrishnan, S.1
-
152
-
-
13944252976
-
A measure of betweenness centrality based on random walks
-
DOI 10.1016/j.socnet.2004.11.009, PII S0378873304000681
-
M. E. J. Newman, "A measure of betweenness centrality based on random walks," Social Networks, vol. 27, pp. 39-54, 2005. (Pubitemid 40272648)
-
(2005)
Social Networks
, vol.27
, Issue.1
, pp. 39-54
-
-
Newman, M.E.J.1
-
153
-
-
70350672596
-
A fast and efficient algorithm for low-rank approximation of a matrix
-
N. H. Nguyen, T. T. Do, and T. D. Tran, "A fast and efficient algorithm for low-rank approximation of a matrix," in Proceedings of the 41st Annual ACM Symposium on Theory of Computing, pp. 215-224, 2009.
-
(2009)
Proceedings of the 41st Annual ACM Symposium on Theory of Computing
, pp. 215-224
-
-
Nguyen, N.H.1
Do, T.T.2
Tran, T.D.3
-
154
-
-
55549115654
-
Genes mirror geography within Europe
-
J. Novembre, T. Johnson, K. Bryc, Z. Kutalik, A. R. Boyko, A. Auton, A. Indap, K. S. King, S. Bergmann, M. R. Nelson, M. Stephens, and C. D. Bustamante, "Genes mirror geography within Europe," Nature, vol. 456, pp. 98- 101, 2008.
-
(2008)
Nature
, vol.456
, pp. 98-101
-
-
Novembre, J.1
Johnson, T.2
Bryc, K.3
Kutalik, Z.4
Boyko, A.R.5
Auton, A.6
Indap, A.7
King, K.S.8
Bergmann, S.9
Nelson, M.R.10
Stephens, M.11
Bustamante, C.D.12
-
155
-
-
84976657333
-
Algorithm 583: LSQR: Sparse linear equations and least-squares problems
-
C. C. Paige and M. A. Saunders, "Algorithm 583: LSQR: Sparse linear equations and least-squares problems," ACM Transactions on Mathematical Software, vol. 8, no. 2, pp. 195-209, 1982.
-
(1982)
ACM Transactions on Mathematical Software
, vol.8
, Issue.2
, pp. 195-209
-
-
Paige, C.C.1
Saunders, M.A.2
-
156
-
-
0034392123
-
On the existence and computation of rank-revealing LU factorizations
-
C.-T. Pan, "On the existence and computation of rank-revealing LU factorizations," Linear Algebra and Its Applications, vol. 316, pp. 199-222, 2000.
-
(2000)
Linear Algebra and Its Applications
, vol.316
, pp. 199-222
-
-
Pan, C.-T.1
-
157
-
-
0001972217
-
Bounds on singular values revealed by QR factorizations
-
C. T. Pan and P. T. P. Tang, "Bounds on singular values revealed by QR factorizations," BIT Numerical Mathematics, vol. 39, pp. 740-756, 1999.
-
(1999)
BIT Numerical Mathematics
, vol.39
, pp. 740-756
-
-
Pan, C.T.1
Tang, P.T.P.2
-
158
-
-
57149147732
-
CRD: Fast co-clustering on large datasets utilizing sampling-based matrix decomposition
-
F. Pan, X. Zhang, and W. Wang, "CRD: Fast co-clustering on large datasets utilizing sampling-based matrix decomposition," in Proceedings of the 34th SIGMOD international conference on Management of data, pp. 173-184, 2008.
-
(2008)
Proceedings of the 34th SIGMOD International Conference on Management of Data
, pp. 173-184
-
-
Pan, F.1
Zhang, X.2
Wang, W.3
-
159
-
-
0034297382
-
Latent semantic indexing: A probabilistic analysis
-
C. H. Papadimitriou, P. Raghavan, H. Tamaki, and S. Vempala, "Latent semantic indexing: A probabilistic analysis," Journal of Computer and System Sciences, vol. 61, no. 2, pp. 217-235, 2000.
-
(2000)
Journal of Computer and System Sciences
, vol.61
, Issue.2
, pp. 217-235
-
-
Papadimitriou, C.H.1
Raghavan, P.2
Tamaki, H.3
Vempala, S.4
-
160
-
-
33947140286
-
A signal processing application of randomized low-rank approximations
-
1628618, 2005 IEEE/SP 13th Workshop on Statistical Signal Processing - Book of Abstracts
-
P. Parker, P. J. Wolfe, and V. Tarok, "A signal processing application of randomized low-rank approximations," in Proceedings of the 13th IEEE Workshop on Statistical Signal Processing, pp. 345-350, 2005. (Pubitemid 46402254)
-
(2005)
IEEE Workshop on Statistical Signal Processing Proceedings
, vol.2005
, pp. 345-350
-
-
Parker, P.1
Wolfe, P.J.2
Tarokh, V.3
-
161
-
-
48249148358
-
Tracing sub-structure in the European American population with PCA-informative markers
-
P. Paschou, P. Drineas, J. Lewis, C. M. N. D. A. Nickerson, J. D. Smith, P. M. Ridker, D. I. Chasman, R. M. Krauss, and E. Ziv, "Tracing sub-structure in the European American population with PCA-informative markers," PLoS Genetics, vol. 4, no. 7, p. e1000114, 2008.
-
(2008)
PLoS Genetics
, vol.4
, Issue.7
-
-
Paschou, P.1
Drineas, P.2
Lewis, J.3
Nickerson, C.M.N.D.A.4
Smith, J.D.5
Ridker, P.M.6
Chasman, D.I.7
Krauss, R.M.8
Ziv, E.9
-
162
-
-
78649635740
-
Ancestry informative markers for fine-scale individual assignment to worldwide populations
-
doi:10.1136/jmg.2010.078212
-
P. Paschou, J. Lewis, A. Javed, and P. Drineas, "Ancestry informative markers for fine-scale individual assignment to worldwide populations," Journal of Medical Genetics, 2010. doi:10.1136/jmg.2010. 078212.
-
(2010)
Journal of Medical Genetics
-
-
Paschou, P.1
Lewis, J.2
Javed, A.3
Drineas, P.4
-
163
-
-
33845995419
-
Intra- and interpopulation genotype reconstruction from tagging SNPs
-
DOI 10.1101/gr.5741407
-
P. Paschou, M. W. Mahoney, A. Javed, J. R. Kidd, A. J. Pakstis, S. Gu, K. K. Kidd, and P. Drineas, "Intra- and interpopulation genotype reconstruction from tagging SNPs," Genome Research, vol. 17, no. 1, pp. 96-107, 2007. (Pubitemid 46041671)
-
(2007)
Genome Research
, vol.17
, Issue.1
, pp. 96-107
-
-
Paschou, P.1
Mahoney, M.W.2
Javed, A.3
Kidd, J.R.4
Pakstis, A.J.5
Gu, S.6
Kidd, K.K.7
Drineas, P.8
-
164
-
-
34848879778
-
PCA-correlated SNPs for structure identification in worldwide human populations
-
DOI 10.1371/journal.pgen.0030160
-
P. Paschou, E. Ziv, E. G. Burchard, S. Choudhry, W. Rodriguez-Cintron, M. W. Mahoney, and P. Drineas, "PCA-correlated SNPs for structure identification in worldwide human populations," PLoS Genetics, vol. 3, pp. 1672- 1686, 2007. (Pubitemid 47510260)
-
(2007)
PLoS Genetics
, vol.3
, Issue.9
, pp. 1672-1686
-
-
Paschou, P.1
Ziv, E.2
Burchard, E.G.3
Choudhry, S.4
Rodriguez-Cintron, W.5
Mahoney, M.W.6
Drineas, P.7
-
165
-
-
33846006923
-
Population structure and eigenanalysis
-
DOI 10.1371/journal.pgen.0020190
-
N. Patterson, A. L. Price, and D. Reich, "Population structure and eigenanalysis," PLoS Genetics, vol. 2, no. 12, pp. 2074-2093, 2006. (Pubitemid 46045188)
-
(2006)
PLoS Genetics
, vol.2
, Issue.12
, pp. 2074-2093
-
-
Patterson, N.1
Price, A.L.2
Reich, D.3
-
167
-
-
0038568622
-
Density of states of a sparse random matrix
-
G. J. Rodgers and A. J. Bray, "Density of states of a sparse random matrix," Physical Review B, vol. 37, no. 7, pp. 3557-3562, 1988.
-
(1988)
Physical Review B
, vol.37
, Issue.7
, pp. 3557-3562
-
-
Rodgers, G.J.1
Bray, A.J.2
-
168
-
-
72449140504
-
A randomized algorithm for principal component analysis
-
V. Rokhlin, A. Szlam, and M. Tygert, "A randomized algorithm for principal component analysis," SIAM Journal on Matrix Analysis and Applications, vol. 31, no. 3, pp. 1100-1124, 2009.
-
(2009)
SIAM Journal on Matrix Analysis and Applications
, vol.31
, Issue.3
, pp. 1100-1124
-
-
Rokhlin, V.1
Szlam, A.2
Tygert, M.3
-
169
-
-
51649090940
-
A fast randomized algorithm for overdetermined linear least-squares regression
-
V. Rokhlin and M. Tygert, "A fast randomized algorithm for overdetermined linear least-squares regression," Proc. Natl. Acad. Sci. USA, vol. 105, no. 36, pp. 13212-13217, 2008.
-
(2008)
Proc. Natl. Acad. Sci. USA
, vol.105
, Issue.36
, pp. 13212-13217
-
-
Rokhlin, V.1
Tygert, M.2
-
170
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
DOI 10.1126/science.290.5500.2323
-
S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by local linear embedding," Science, vol. 290, pp. 2323-2326, 2000. (Pubitemid 32041578)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
171
-
-
0033541884
-
Random vectors in the isotropic position
-
M. Rudelson, "Random vectors in the isotropic position," Journal of Functional Analysis, vol. 164, no. 1, pp. 60-72, 1999.
-
(1999)
Journal of Functional Analysis
, vol.164
, Issue.1
, pp. 60-72
-
-
Rudelson, M.1
-
172
-
-
34547728320
-
Sampling from large matrices: An approach through geometric functional analysis
-
M. Rudelson and R. Vershynin, "Sampling from large matrices: An approach through geometric functional analysis," Journal of the ACM, vol. 54, no. 4, p. Article 21, 2007.
-
(2007)
Journal of the ACM
, vol.54
, Issue.4
, pp. 21
-
-
Rudelson, M.1
Vershynin, R.2
-
173
-
-
77249154060
-
Numerical methods for electronic structure calculations of materials
-
Y. Saad, J. R. Chelikowsky, and S. M. Shontz, "Numerical methods for electronic structure calculations of materials," SIAM Review, vol. 52, no. 1, pp. 3-54, 2010.
-
(2010)
SIAM Review
, vol.52
, Issue.1
, pp. 3-54
-
-
Saad, Y.1
Chelikowsky, J.R.2
Shontz, S.M.3
-
174
-
-
35348901208
-
Improved approximation algorithms for large matrices via random projections
-
DOI 10.1109/FOCS.2006.37, 4031351, 47th Annual IEEE Symposium on Foundations of Computer Science, FOCS 2006
-
T. Sarlós, "Improved approximation algorithms for large matrices via random projections," in Proceedings of the 47th Annual IEEE Symposium on Foundations of Computer Science, pp. 143-152, 2006. (Pubitemid 351175504)
-
(2006)
Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS
, pp. 143-152
-
-
Sarlos, T.1
-
175
-
-
33750733400
-
Spectral methods for dimensionality reduction
-
(O. Chapelle, B. Schoelkopf, and A. Zien, eds.), MIT Press
-
L. K. Saul, K. Q. Weinberger, J. H. Ham, F. Sha, and D. D. Lee, "Spectral methods for dimensionality reduction," in Semisupervised Learning, (O. Chapelle, B. Schoelkopf, and A. Zien, eds.), pp. 293-308, MIT Press, 2006.
-
(2006)
Semisupervised Learning
, pp. 293-308
-
-
Saul, L.K.1
Weinberger, K.Q.2
Ham, J.H.3
Sha, F.4
Lee, D.D.5
-
177
-
-
61849141270
-
Adaptive beamforming using fast low-rank covariance matrix approximations
-
D. N. Spendley and P. J. Wolfe, "Adaptive beamforming using fast low-rank covariance matrix approximations," in Proceedings of the IEEE Radar Conference, pp. 1-5, 2008.
-
(2008)
Proceedings of the IEEE Radar Conference
, pp. 1-5
-
-
Spendley, D.N.1
Wolfe, P.J.2
-
179
-
-
0040117178
-
Four algorithms for the efficient computation of truncated QR approximations to a sparse matrix
-
G. Stewart, "Four algorithms for the efficient computation of truncated QR approximations to a sparse matrix," Numerische Mathematik, vol. 83, pp. 313-323, 1999.
-
(1999)
Numerische Mathematik
, vol.83
, pp. 313-323
-
-
Stewart, G.1
-
181
-
-
49749100928
-
Less is more: Compact matrix decomposition for large sparse graphs
-
J. Sun, Y. Xie, H. Zhang, and C. Faloutsos, "Less is more: Compact matrix decomposition for large sparse graphs," in Proceedings of the 7th SIAM International Conference on Data Mining, 2007.
-
(2007)
Proceedings of the 7th SIAM International Conference on Data Mining
-
-
Sun, J.1
Xie, Y.2
Zhang, H.3
Faloutsos, C.4
-
182
-
-
51949094769
-
Large-scale manifold learning
-
A. Talwalkar, S. Kumar, and H. Rowley, "Large-scale manifold learning," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1-8, 2008.
-
(2008)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
, pp. 1-8
-
-
Talwalkar, A.1
Kumar, S.2
Rowley, H.3
-
184
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
DOI 10.1126/science.290.5500.2319
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, pp. 2319-2323, 2000. (Pubitemid 32041577)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
185
-
-
79959503826
-
The international HapMap project
-
The International HapMap Consortium
-
The International HapMap Consortium, "The International HapMap Project," Nature, vol. 426, pp. 789-796, 2003.
-
(2003)
Nature
, vol.426
, pp. 789-796
-
-
-
186
-
-
79959524146
-
A haplotype map of the human genome
-
The International HapMap Consortium
-
The International HapMap Consortium, "A haplotype map of the human genome," Nature, vol. 437, pp. 1299-1320, 2005.
-
(2005)
Nature
, vol.437
, pp. 1299-1320
-
-
-
187
-
-
84969213492
-
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
-
The Wellcome Trust Case Control Consortium
-
The Wellcome Trust Case Control Consortium, "Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls," Nature, vol. 447, pp. 661-678, 2007.
-
(2007)
Nature
, vol.447
, pp. 661-678
-
-
-
188
-
-
65449145629
-
Colibri: Fast mining of large static and dynamic graphs
-
H. Tong, S. Papadimitriou, J. Sun, P. S. Yu, and C. Faloutsos, "Colibri: Fast mining of large static and dynamic graphs," in Proceedings of the 14th Annual ACM SIGKDD Conference, pp. 686-694, 2008.
-
(2008)
Proceedings of the 14th Annual ACM SIGKDD Conference
, pp. 686-694
-
-
Tong, H.1
Papadimitriou, S.2
Sun, J.3
Yu, P.S.4
Faloutsos, C.5
-
189
-
-
0001639411
-
Efficient computing of regression diagnostics
-
P. F. Velleman and R. E. Welsch, "Efficient computing of regression diagnostics," The American Statistician, vol. 35, no. 4, pp. 234-242, 1981.
-
(1981)
The American Statistician
, vol.35
, Issue.4
, pp. 234-242
-
-
Velleman, P.F.1
Welsch, R.E.2
-
191
-
-
2542430932
-
Singular value decomposition and principal component analysis
-
(D. P. Berrar, W. Dubitzky, and M. Granzow, eds.), Kluwer
-
M. E. Wall, A. Rechtsteiner, and L. M. Rocha, "Singular value decomposition and principal component analysis," in A Practical Approach to Microarray Data Analysis, (D. P. Berrar, W. Dubitzky, and M. Granzow, eds.), pp. 91-109, Kluwer, 2003.
-
(2003)
A Practical Approach to Microarray Data Analysis
, pp. 91-109
-
-
Wall, M.E.1
Rechtsteiner, A.2
Rocha, L.M.3
-
193
-
-
53049094679
-
A fast randomized algorithm for the approximation of matrices
-
F. Woolfe, E. Liberty, V. Rokhlin, and M. Tygert, "A fast randomized algorithm for the approximation of matrices," Applied and Computational Harmonic Analysis, vol. 25, no. 3, pp. 335-366, 2008.
-
(2008)
Applied and Computational Harmonic Analysis
, vol.25
, Issue.3
, pp. 335-366
-
-
Woolfe, F.1
Liberty, E.2
Rokhlin, V.3
Tygert, M.4
-
194
-
-
4544329808
-
Distributions of galaxy spectral types in the Sloan Digital Sky Survey
-
DOI 10.1086/422429
-
C. W. Yip, A. J. Connolly, A. S. Szalay, T. Budavári, M. SubbaRao, J. A. Frieman, R. C. Nichol, A. M. Hopkins, D. G. York, S. Okamura, J. Brinkmann, I. Csabai, A. R. Thakar, M. Fukugita, and Z. Ivezić, "Distributions of galaxy spectral types in the Sloan Digital Sky Survey," The Astronomical Journal, vol. 128, no. 2, pp. 585-609, 2004. (Pubitemid 39234037)
-
(2004)
Astronomical Journal
, vol.128
, Issue.2
, pp. 585-609
-
-
Yip, C.W.1
Connolly, A.J.2
Szalay, A.S.3
Budavari, T.4
SubbaRao, M.5
Frieman, J.A.6
Nichol, R.C.7
Hopkins, A.M.8
York, D.G.9
Okamura, S.10
Brinkmann, J.11
Csabai, I.12
Thakar, A.R.13
Fukugita, M.14
Ivezic, Z.15
-
195
-
-
19944431964
-
Spectral classification of quasars in the sloan digital sky survey: Eigenspectra, redshift, and luminosity effects
-
DOI 10.1086/425626
-
C. W. Yip, A. J. Connolly, D. E. Vanden Berk, Z. Ma, J. A. Frieman, M. SubbaRao, A. S. Szalay, G. T. Richards, P. B. Hall, D. P. Schneider, A. M. Hopkins, J. Trump, and J. Brinkmann, "Spectral classification of quasars in the Sloan Digital Sky Survey: Eigenspectra, redshift, and luminosity effects," The Astronomical Journal, vol. 128, no. 6, pp. 2603-2630, 2004. (Pubitemid 40144941)
-
(2004)
Astronomical Journal
, vol.128
, Issue.6
, pp. 2603-2630
-
-
Yip, C.W.1
Connolly, A.J.2
Vanden Berk, D.E.3
Ma, Z.4
Frieman, J.A.5
Subbarao, M.6
Szalay, A.S.7
Richards, G.T.8
Hall, P.B.9
Schneider, D.P.10
Hopkins, A.M.11
Trump, J.12
Brinkmann, J.13
-
196
-
-
42449110882
-
An information flow model for conflict and fission in small groups
-
W. W. Zachary, "An information flow model for conflict and fission in small groups," Journal of Anthropological Research, vol. 33, pp. 452-473, 1977.
-
(1977)
Journal of Anthropological Research
, vol.33
, pp. 452-473
-
-
Zachary, W.W.1
-
197
-
-
77957779140
-
Clustered Nyström method for large scale manifold learning and dimension reduction
-
K. Zhang and J. T. Kwok, "Clustered Nyström method for large scale manifold learning and dimension reduction," IEEE Transactions on Neural Networks, vol. 21, no. 10, pp. 1576-1587, 2010.
-
(2010)
IEEE Transactions on Neural Networks
, vol.21
, Issue.10
, pp. 1576-1587
-
-
Zhang, K.1
Kwok, J.T.2
-
198
-
-
56449087564
-
Improved Nyström low-rank approximation and error analysis
-
K. Zhang, I. W. Tsang, and J. T. Kwok, "Improved Nyström low-rank approximation and error analysis," in Proceedings of the 25th International Conference on Machine Learning, pp. 1232-1239, 2008.
-
(2008)
Proceedings of the 25th International Conference on Machine Learning
, pp. 1232-1239
-
-
Zhang, K.1
Tsang, I.W.2
Kwok, J.T.3
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