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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
25772000
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
20562009
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
11852010
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
11402008
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning.
P Drineas, MW Mahoney, N Cristianini
journal of machine learning research 6 (12), 2005
10142005
Randomized algorithms for matrices and data
MW Mahoney
Foundations and Trends® in Machine Learning 3 (2), 123-224, 2011
9362011
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009
7962009
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
6082006
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008
5022008
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
4832006
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
4762012
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische mathematik 117 (2), 219-249, 2011
4742011
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
4262009
Diffusion constant of the TIP5P model of liquid water
MW Mahoney, WL Jorgensen
The Journal of Chemical Physics 114 (1), 363-366, 2001
4052001
Revisiting the nystrom method for improved large-scale machine learning
A Gittens, M Mahoney
International Conference on Machine Learning, 567-575, 2013
4032013
Sampling algorithms for l2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006
3602006
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
3532006
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, 2007
3312007
Fast randomized kernel ridge regression with statistical guarantees
A Alaoui, MW Mahoney
Advances in neural information processing systems 28, 2015
3192015
A statistical perspective on algorithmic leveraging
P Ma, M Mahoney, B Yu
International Conference on Machine Learning, 91-99, 2014
2852014
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