Citation indices
 AllSince 2009
Citations35022599
h-index3028
i10-index5451
Citations to my articles
Citations to my articles
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Title / AuthorCited by Year
Clustering large graphs via the singular value decomposition
P Drineas, A Frieze, R Kannan, S Vempala, V Vinay
Machine learning 56 (1-3), 9-33
2572004
On the Nyström method for approximating a Gram matrix for improved kernel-based learning
P Drineas, MW Mahoney
The Journal of Machine Learning Research 6, 2153-2175
2552005
Fast Monte Carlo algorithms for matrices II: Computing a low-rank approximation to a matrix
P Drineas, R Kannan, MW Mahoney
SIAM Journal on Computing 36 (1), 158-183
2222006
Clustering in large graphs and matrices
P Drineas, A Frieze, R Kannan, S Vempala, V Vinay
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms ...
1951999
Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition
P Drineas, R Kannan, MW Mahoney
SIAM Journal on Computing 36 (1), 184-206
1742006
Fast Monte Carlo algorithms for matrices I: Approximating matrix multiplication
P Drineas, R Kannan, MW Mahoney
SIAM Journal on Computing 36 (1), 132-157
1682006
PCA-correlated SNPs for structure identification in worldwide human populations
P Paschou, E Ziv, EG Burchard, S Choudhry, W Rodriguez-Cintron, ...
PLoS genetics 3 (9), e160
1342007
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702
1252009
Energy minimization via graph cuts: Settling what is possible
D Freedman, P Drineas
Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer ...
1152005
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881
1072008
Competitive recommendation systems
P Drineas, I Kerenidis, P Raghavan
Proceedings of the thiry-fourth annual ACM symposium on Theory of computing ...
1072002
Feature selection methods for text classification
A Dasgupta, P Drineas, B Harb, V Josifovski, MW Mahoney
Proceedings of the 13th ACM SIGKDD international conference on Knowledge ...
902007
An improved approximation algorithm for the column subset selection problem
C Boutsidis, MW Mahoney, P Drineas
Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete ...
872009
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische Mathematik 117 (2), 219-249
812011
Pass efficient algorithms for approximating large matrices
P Drineas, R Kannan
Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete ...
792003
Sampling algorithms for l 2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete ...
742006
Atomic-level characterization of the ensemble of the Aβ (1–42) monomer in water using unbiased molecular dynamics simulations and spectral algorithms
NG Sgourakis, M Merced-Serrano, C Boutsidis, P Drineas, Z Du, C Wang, ...
Journal of molecular biology 405 (2), 570-583
692011
Tensor-CUR decompositions for tensor-based data
MW Mahoney, M Maggioni, P Drineas
SIAM Journal on Matrix Analysis and Applications 30 (3), 957-987
602008
Non-RF to RF test correlation using learning machines: A case study
HGD Stratigopoulos, P Drineas, M Slamani, Y Makris
VLSI Test Symposium, 2007. 25th IEEE, 9-14
512007
Unsupervised feature selection for principal components analysis
C Boutsidis, MW Mahoney, P Drineas
Proceedings of the 14th ACM SIGKDD international conference on Knowledge ...
502008
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