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Michael W. Mahoney, Ph.D. - Publications

Affiliations: 
Statistics University of California, Berkeley, Berkeley, CA, United States 
 2000 Yale University, New Haven, CT 
Area:
computational chemistry and molecular design
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27 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Devarakonda A, Fountoulakis K, Demmel J, Mahoney MW. Avoiding Communication in Primal and Dual Block Coordinate Descent Methods Siam Journal On Scientific Computing. 41: C1-C27. DOI: 10.1137/17M1134433  0.608
2019 Xu P, Roosta F, Mahoney MW. Newton-type methods for non-convex optimization under inexact Hessian information Mathematical Programming. 1-36. DOI: 10.1007/S10107-019-01405-Z  0.35
2019 Roosta-Khorasani F, Mahoney MW. Sub-sampled Newton methods Mathematical Programming. 174: 293-326. DOI: 10.1007/S10107-018-1346-5  0.308
2019 Fountoulakis K, Roosta-Khorasani F, Shun J, Cheng X, Mahoney MW. Variational perspective on local graph clustering Mathematical Programming. 174: 553-573. DOI: 10.1007/S10107-017-1214-8  0.324
2016 Drineas P, Mahoney MW. RandNLA: Randomized numerical linear algebra Communications of the Acm. 59: 80-90. DOI: 10.1145/2842602  0.301
2015 Yang J, Rübel O, Prabhat, Mahoney MW, Bowen BP. Identifying important ions and positions in mass spectrometry imaging data using CUR matrix decompositions. Analytical Chemistry. 87: 4658-66. PMID 25825055 DOI: 10.1021/Ac5040264  0.317
2014 Yang J, Meng X, Mahoney MW. Quantile regression for large-scale applications Siam Journal On Scientific Computing. 36: S78-S110. DOI: 10.1137/130919258  0.38
2012 Bodor A, Csabai I, Mahoney MW, Solymosi N. rCUR: an R package for CUR matrix decomposition. Bmc Bioinformatics. 13: 103. PMID 22594948 DOI: 10.1186/1471-2105-13-103  0.324
2011 Mahoney MW. Computation in large-scale scientific and internet data applications is a focus of MMDS 2010 Sigkdd Explorations. 12: 59-62. DOI: 10.1145/1964897.1964914  0.316
2011 Drineas P, Mahoney MW, Muthukrishnan S, Sarlós T. Faster least squares approximation Numerische Mathematik. 117: 219-249. DOI: 10.1007/S00211-010-0331-6  0.349
2010 Kuller S, Mahoney MW. SIGACT news algorithms column: computation in large-scale scientific and internet data applications is a focus of MMDS 2010 Sigact News. 41: 65-72. DOI: 10.1145/1907450.1907538  0.35
2009 Mahoney MW, Drineas P. CUR matrix decompositions for improved data analysis. Proceedings of the National Academy of Sciences of the United States of America. 106: 697-702. PMID 19139392 DOI: 10.1073/Pnas.0803205106  0.314
2008 Mahoney MW, Lim L, Carlsson GE. Algorithmic and statistical challenges in modern largescale data analysis are the focus of MMDS 2008 Sigkdd Explorations. 10: 57-60. DOI: 10.1145/1540276.1540294  0.32
2008 Drineas P, Mahoney MW, Muthukrishnan S. Relative-error cur matrix decompositions Siam Journal On Matrix Analysis and Applications. 30: 844-881. DOI: 10.1137/07070471X  0.355
2008 Dasgupta A, Drineas P, Harb B, Kumar R, Mahoney MW. Sampling algorithms and coresets for ℓ p regression Siam Journal On Computing. 38: 2060-2078. DOI: 10.1137/070696507  0.303
2008 Mahoney MW, Maggioni M, Drineas P. Tensor-CUR decompositions for tensor-based data Siam Journal On Matrix Analysis and Applications. 30: 957-987. DOI: 10.1137/060665336  0.314
2008 Drineas P, Kannan R, Mahoney MW. Sampling subproblems of heterogeneous max-cut problems and approximation algorithms Random Structures and Algorithms. 32: 307-333. DOI: 10.1002/Rsa.V32:3  0.375
2008 Drineas P, Kannan R, Mahoney MW. Sampling subproblems of heterogeneous Max-Cut problems and approximation algorithms: Sampling Subproblems of Heterogeneous Max-Cut Problems Random Structures and Algorithms. 32: 307-333. DOI: 10.1002/Rsa.20196  0.301
2007 Paschou P, Mahoney MW, Javed A, Kidd JR, Pakstis AJ, Gu S, Kidd KK, Drineas P. Intra- and interpopulation genotype reconstruction from tagging SNPs. Genome Research. 17: 96-107. PMID 17151345 DOI: 10.1101/Gr.5741407  0.31
2007 Drineas P, Mahoney MW. A randomized algorithm for a tensor-based generalization of the singular value decomposition Linear Algebra and Its Applications. 420: 553-571. DOI: 10.1016/J.Laa.2006.08.023  0.322
2006 Drineas P, Kannan R, Mahoney MW. Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition Siam Journal On Computing. 36: 184-206. DOI: 10.1137/S0097539704442702  0.328
2006 Drineas P, Kannan R, Mahoney MW. Fast Monte Carlo algorithms for matrices II: Computing a low-rank approximation to a matrix Siam Journal On Computing. 36: 158-183. DOI: 10.1137/S0097539704442696  0.345
2006 Drineas P, Kannan R, Mahoney MW. Fast Monte Carlo algorithms for matrices I: Approximating matrix multiplication Siam Journal On Computing. 36: 132-157. DOI: 10.1137/S0097539704442684  0.364
2001 Mahoney MW, Jorgensen WL. Quantum, intramolecular flexibility, and polarizability effects on the reproduction of the density anomaly of liquid water by simple potential functions The Journal of Chemical Physics. 115: 10758-10768. DOI: 10.1063/1.1418243  0.425
2001 Mahoney MW, Jorgensen WL. Rapid estimation of electronic degrees of freedom in Monte Carlo calculations for polarizable models of liquid water The Journal of Chemical Physics. 114: 9337-9349. DOI: 10.1063/1.1370083  0.441
2001 Mahoney MW, Jorgensen WL. Diffusion constant of the TIP5P model of liquid water The Journal of Chemical Physics. 114: 363. DOI: 10.1063/1.1329346  0.392
2000 Mahoney MW, Jorgensen WL. A five-site model for liquid water and the reproduction of the density anomaly by rigid, nonpolarizable potential functions The Journal of Chemical Physics. 112: 8910-8922. DOI: 10.1063/1.481505  0.431
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