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Michael Mahoney
Michael Mahoney
Professor of Statistics, UC Berkeley
Bestätigte E-Mail-Adresse bei stat.berkeley.edu - Startseite
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Zitiert von
Zitiert von
Jahr
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
26482000
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
21552009
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
12042010
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
11602008
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
10532005
Randomized algorithms for matrices and data
MW Mahoney
Foundations and Trends® in Machine Learning 3 (2), 123-224, 2011
9822011
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009
8452009
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
6332006
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008
5262008
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
5142012
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
5002006
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische mathematik 117 (2), 219-249, 2011
4992011
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
4402009
Revisiting the nystrom method for improved large-scale machine learning
A Gittens, M Mahoney
International Conference on Machine Learning, 567-575, 2013
4332013
Diffusion constant of the TIP5P model of liquid water
MW Mahoney, WL Jorgensen
The Journal of Chemical Physics 114 (1), 363-366, 2001
4182001
Sampling algorithms for l2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006
3792006
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
3582006
Fast randomized kernel ridge regression with statistical guarantees
A Alaoui, MW Mahoney
Advances in neural information processing systems 28, 2015
3492015
A survey of quantization methods for efficient neural network inference
A Gholami, S Kim, Z Dong, Z Yao, MW Mahoney, K Keutzer
arXiv preprint arXiv:2103.13630, 2021
3402021
Q-bert: Hessian based ultra low precision quantization of bert
S Shen, Z Dong, J Ye, L Ma, Z Yao, A Gholami, MW Mahoney, K Keutzer
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 8815-8821, 2020
3382020
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