| A five-site model for liquid water and the reproduction of the density anomaly by rigid, nonpolarizable potential functions MW Mahoney, WL Jorgensen The Journal of Chemical Physics 112 (20), 8910-8922, 2000 | 2335 | 2000 |
| Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters J Leskovec, KJ Lang, A Dasgupta, MW Mahoney Internet Mathematics 6 (1), 29-123, 2009 | 1726 | 2009 |
| Statistical properties of community structure in large social and information networks J Leskovec, KJ Lang, A Dasgupta, MW Mahoney Proceedings of the 17th international conference on World Wide Web, 695-704, 2008 | 1035 | 2008 |
| Empirical comparison of algorithms for network community detection J Leskovec, KJ Lang, M Mahoney Proceedings of the 19th international conference on World wide web, 631-640, 2010 | 1030 | 2010 |
| On the Nyström method for approximating a Gram matrix for improved kernel-based learning P Drineas, MW Mahoney journal of machine learning research 6 (Dec), 2153-2175, 2005 | 870 | 2005 |
| Randomized algorithms for matrices and data MW Mahoney arXiv preprint arXiv:1104.5557, 2011 | 744 | 2011 |
| CUR matrix decompositions for improved data analysis MW Mahoney, P Drineas Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009 | 608 | 2009 |
| 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, 2006 | 546 | 2006 |
| Relative-error CUR matrix decompositions P Drineas, MW Mahoney, S Muthukrishnan SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008 | 420 | 2008 |
| Fast Monte Carlo algorithms for matrices I: Approximating matrix multiplication P Drineas, R Kannan, MW Mahoney SIAM Journal on Computing 36 (1), 132-157, 2006 | 403 | 2006 |
| Fast approximation of matrix coherence and statistical leverage P Drineas, M Magdon-Ismail, MW Mahoney, DP Woodruff The Journal of Machine Learning Research 13 (1), 3475-3506, 2012 | 381 | 2012 |
| Diffusion constant of the TIP5P model of liquid water MW Mahoney, WL Jorgensen The Journal of Chemical Physics 114 (1), 363-366, 2001 | 374 | 2001 |
| Faster least squares approximation P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós Numerische mathematik 117 (2), 219-249, 2011 | 367 | 2011 |
| 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 …, 2009 | 354 | 2009 |
| 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, 2006 | 306 | 2006 |
| Sampling algorithms for l2 regression and applications P Drineas, MW Mahoney, S Muthukrishnan Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006 | 287 | 2006 |
| PCA-correlated SNPs for structure identification in worldwide human populations P Paschou, E Ziv, EG Burchard, S Choudhry, W Rodriguez-Cintron, ... PLoS Genet 3 (9), e160, 2007 | 285 | 2007 |
| Fast randomized kernel ridge regression with statistical guarantees A Alaoui, MW Mahoney Advances in Neural Information Processing Systems, 775-783, 2015 | 231 | 2015 |
| 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 …, 2007 | 217 | 2007 |
| Revisiting the nystrom method for improved large-scale machine learning A Gittens, M Mahoney International Conference on Machine Learning, 567-575, 2013 | 206 | 2013 |
Petros DrineasProfessor, Computer Science Department, Purdue UniversityVerified email at purdue.edu
