Petros Drineas

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Michael MahoneyProfessor of Statistics, UC BerkeleyAdresse e-mail validée de stat.berkeley.edu
Peristera PaschouProfessor, Department of Biological Sciences, Purdue UniversityAdresse e-mail validée de purdue.edu
Christos BoutsidisAdresse e-mail validée de gs.com
Yiorgos MakrisThe University of Texas at DallasAdresse e-mail validée de utdallas.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Anastasios ZouziasHuawei ResearchAdresse e-mail validée de cs.toronto.edu
Agniva ChowdhuryOak Ridge National LaboratoryAdresse e-mail validée de ornl.gov
Fotis TsetsosUniversity of the AegeanAdresse e-mail validée de aegean.gr
Saurabh PaulWalmart IncAdresse e-mail validée de walmart.com
S MuthukrishnanRutgers UnivAdresse e-mail validée de cs.rutgers.edu
Eugenia-Maria KontopoulouMathWorksAdresse e-mail validée de mathworks.com
Aritra BoseComputational Genomics, IBM ResearchAdresse e-mail validée de ibm.com
Santosh S. VempalaGeorgia TechAdresse e-mail validée de gatech.edu
Alan FriezeCarnegie Mellon UniversityAdresse e-mail validée de random.math.cmu.edu
Vinay VJed-i Technologies Pvt LtdAdresse e-mail validée de jed-i.in
Anirban DasguptaProfessor, IIT GandhinagarAdresse e-mail validée de iitgn.ac.in
Sobeeh AlmukhaizimAssociate Professor of Computer Engineering, Kuwait UniversityAdresse e-mail validée de ku.edu.kw
Evangelia YannakiUNIVERSITY OF WASHINGTON, GEORGE PAPANIKOLAOU HOSPITALAdresse e-mail validée de uw.edu
Ilse C. F. IpsenProfessor of Mathematics, North Carolina State UniversityAdresse e-mail validée de ncsu.edu
Abhisek KunduResearch Scientist, Intel Parallel Computing Labs, IndiaAdresse e-mail validée de intel.com

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Petros Drineas

Professor, Computer Science Department, Purdue University

Adresse e-mail validée de purdue.edu - Page d'accueil

Randomized Algorithms Numerical Linear Algebra


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1147	2005
CUR matrix decompositions for improved data analysis MW Mahoney, P Drineas Proceedings of the National Academy of Sciences 106 (3), 697-702, 2009	1002	2009
Clustering large graphs via the singular value decomposition P Drineas, A Frieze, R Kannan, S Vempala, V Vinay Machine learning 56, 9-33, 2004	715	2004
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	690	2006
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	616	2012
Relative-error CUR matrix decompositions P Drineas, MW Mahoney, S Muthukrishnan SIAM Journal on Matrix Analysis and Applications 30 (2), 844-881, 2008	612	2008
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	581	2006
Faster least squares approximation P Drineas, MW Mahoney, S Muthukrishnan, T Sarlós Numerische mathematik 117 (2), 219-249, 2011	576	2011
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	488	2009
Sampling algorithms for l₂ regression and applications P Drineas, MW Mahoney, S Muthukrishnan Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete …, 2006	458	2006
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	393	2006
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	364	2007
RandNLA: randomized numerical linear algebra P Drineas, MW Mahoney Communications of the ACM 59 (6), 80-90, 2016	318	2016
Near-optimal column-based matrix reconstruction C Boutsidis, P Drineas, M Magdon-Ismail SIAM Journal on Computing 43 (2), 687-717, 2014	318	2014
Randomized Dimensionality Reduction for-Means Clustering C Boutsidis, A Zouzias, MW Mahoney, P Drineas IEEE Transactions on Information Theory 61 (2), 1045-1062, 2014	284	2014
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	268	2007
Clustering in Large Graphs and Matrices. P Drineas, AM Frieze, R Kannan, SS Vempala, V Vinay SODA 99, 291-299, 1999	263	1999
Atomic-level characterization of the ensemble of the Aβ (1–42) monomer in water using unbiased molecular dynamics simulations and spectral algorithms NG Sgourakis, M Merced-Serrano, C Boutsidis, P Drineas, Z Du, C Wang, ... Journal of molecular biology 405 (2), 570-583, 2011	244	2011
Energy minimization via graph cuts: Settling what is possible D Freedman, P Drineas 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	232	2005
Sampling Algorithms and Coresets for Regression A Dasgupta, P Drineas, B Harb, R Kumar, MW Mahoney SIAM Journal on Computing 38 (5), 2060-2078, 2009	217	2009

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