Michael Mahoney
Michael Mahoney
Professor of Statistics, UC Berkeley
Verified email at stat.berkeley.edu - Homepage
TitleCited byYear
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
22162000
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
15562009
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
9672008
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
9532010
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
8012005
Randomized algorithms for matrices and data
MW Mahoney
Foundations and Trends® in Machine Learning 3 (2), 123-224, 2011
6282011
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009
5312009
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
5062006
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
3722006
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008
3682008
Diffusion constant of the TIP5P model of liquid water
MW Mahoney, WL Jorgensen
The Journal of Chemical Physics 114 (1), 363-366, 2001
3622001
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
3142009
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische mathematik 117 (2), 219-249, 2011
3102011
Fast approximation of matrix coherence and statistical leverage
P Drineas, M Magdon-Ismail, MW Mahoney, DP Woodruff
Journal of Machine Learning Research 13 (Dec), 3475-3506, 2012
3082012
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
2862006
Revisiting the Nyström method for improved large-scale machine learning
A Gittens, MW Mahoney
The Journal of Machine Learning Research 17 (1), 3977-4041, 2016
2732016
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), 2007
2692007
Sampling algorithms for l 2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006
2442006
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
2022007
Fast randomized kernel ridge regression with statistical guarantees
A Alaoui, MW Mahoney
Advances in Neural Information Processing Systems, 775-783, 2015
1852015
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