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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
27602000
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
23142009
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
12602010
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
11732008
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
11252005
Randomized algorithms for matrices and data
MW Mahoney
Foundations and Trends® in Machine Learning 3 (2), 123-224, 2011
10892011
CUR matrix decompositions for improved data analysis
MW Mahoney, P Drineas
Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009
9532009
A survey of quantization methods for efficient neural network inference
A Gholami, S Kim, Z Dong, Z Yao, MW Mahoney, K Keutzer
Low-Power Computer Vision, 291-326, 2022
8442022
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
6792006
Relative-error CUR matrix decompositions
P Drineas, MW Mahoney, S Muthukrishnan
SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008
5892008
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
5782012
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
5512006
Faster least squares approximation
P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós
Numerische mathematik 117 (2), 219-249, 2011
5482011
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
5012020
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
4762009
Revisiting the nystrom method for improved large-scale machine learning
A Gittens, M Mahoney
International Conference on Machine Learning, 567-575, 2013
4752013
Characterizing possible failure modes in physics-informed neural networks
A Krishnapriyan, A Gholami, S Zhe, R Kirby, MW Mahoney
Advances in Neural Information Processing Systems 34, 26548-26560, 2021
4742021
Hawq: Hessian aware quantization of neural networks with mixed-precision
Z Dong, Z Yao, A Gholami, MW Mahoney, K Keutzer
Proceedings of the IEEE/CVF International Conference on Computer Vision, 293-302, 2019
4602019
Sampling algorithms for l2 regression and applications
P Drineas, MW Mahoney, S Muthukrishnan
Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006
4282006
Diffusion constant of the TIP5P model of liquid water
MW Mahoney, WL Jorgensen
The Journal of Chemical Physics 114 (1), 363-366, 2001
4212001
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Articles 1–20