Michael Mahoney
Michael Mahoney
Professor of Statistics, UC Berkeley
Verified email at stat.berkeley.edu - Homepage
Title
Cited by
Cited by
Year
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
23352000
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
17262009
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
10352008
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
10302010
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
8702005
Randomized algorithms for matrices and data
MW Mahoney
arXiv preprint arXiv:1104.5557, 2011
7442011
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009
6082009
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
5462006
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008
4202008
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
4032006
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
3812012
Diffusion constant of the TIP5P model of liquid water
MW Mahoney, WL Jorgensen
The Journal of Chemical Physics 114 (1), 363-366, 2001
3742001
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische mathematik 117 (2), 219-249, 2011
3672011
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
3542009
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
3062006
Sampling algorithms for l2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006
2872006
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
2852007
Fast randomized kernel ridge regression with statistical guarantees
A Alaoui, MW Mahoney
Advances in Neural Information Processing Systems, 775-783, 2015
2312015
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
2172007
Revisiting the nystrom method for improved large-scale machine learning
A Gittens, M Mahoney
International Conference on Machine Learning, 567-575, 2013
2062013
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