Edo Liberty

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Zohar KarninamazonVerified email at amazon.com
Vladimir RokhlinProfessor of Computer Science and Mathematics, Yale UniversityVerified email at cs.yale.edu
Steven W ZuckerYale UniversityVerified email at yale.edu
Oren SomekhYahoo ResearchVerified email at yahoo-inc.com
Yosi KellerFaculty of Engineering, Bar Ilan UniversityVerified email at biu.ac.il
Ronald Coifmanprofessor of mathematics yale universityVerified email at math.yale.edu
Justin ThalerGeorgetown UniversityVerified email at georgetown.edu
Liran KatzirGoogle ResearchVerified email at cs.technion.ac.il
Per-Gunnar MartinssonProfessor of Mathematics, University of Texas at AustinVerified email at ices.utexas.edu
Mauro MaggioniBloomberg Distinguished Professor of Mathematics, and Applied Mathematics and StatisticsVerified email at jhu.edu
Mina GhashamiApplied Scientist, AmazonVerified email at amazon.com
Jeff PhillipsProfessor, School of Computing, University of UtahVerified email at cs.utah.edu
Christos BoutsidisVerified email at gs.com
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Yehuda KorenGoogleVerified email at google.com
Anke van ZuylenCornell UniversityVerified email at cornell.edu
Shachar LovettAssociate Professor of Computer Science, University of California San DiegoVerified email at eng.ucsd.edu
Dan GarberAssociate Professor at Technion - Israel Institute of TechnologyVerified email at technion.ac.il
David WajcTechnion — Israel Institute of TechnologyVerified email at technion.ac.il
Ioana CosmaGoogle, IncVerified email at uottawa.ca

Edo Liberty

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Machine Learning Systems Streaming Algorithms Numerical Linear Algebra


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Randomized algorithms for the low-rank approximation of matrices E Liberty, F Woolfe, PG Martinsson, V Rokhlin, M Tygert Proceedings of the National Academy of Sciences 104 (51), 20167-20172, 2007	597	2007
A fast randomized algorithm for the approximation of matrices F Woolfe, E Liberty, V Rokhlin, M Tygert Applied and Computational Harmonic Analysis 25 (3), 335-366, 2008	406	2008
Simple and deterministic matrix sketching E Liberty Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	337	2013
Methods for filtering data and filling in missing data using nonlinear inference E Liberty, S Zucker, Y Keller, MM Maggioni, RR Coifman, F Geshwind US Patent App. 12/784,155, 2010	302	2010
Fast dimension reduction using Rademacher series on dual BCH codes N Ailon, E Liberty Discrete & Computational Geometry 42 (4), 615-630, 2009	261	2009
An almost optimal unrestricted fast Johnson-Lindenstrauss transform N Ailon, E Liberty ACM Transactions on Algorithms (TALG) 9 (3), 1-12, 2013	167	2013
Frequent directions: Simple and deterministic matrix sketching M Ghashami, E Liberty, JM Phillips, DP Woodruff SIAM Journal on Computing 45 (5), 1762-1792, 2016	162	2016
Methods for filtering data and filling in missing data using nonlinear inference E Liberty, S Zucker, Y Keller, MM Maggioni, RR Coifman, F Geshwind US Patent App. 20,070/214,133, 2007	149	2007
Estimating sizes of social networks via biased sampling L Katzir, E Liberty, O Somekh Proceedings of the 20th international conference on World wide web, 597-606, 2011	147	2011
Methods for displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,769,584, 2014	145	2014
Methods for identifying video segments and displaying contextual targeted content on a connected television Z Neumeier, E Liberty US Patent 8,595,781, 2013	130	2013
Elastic machine learning algorithms in amazon sagemaker E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ... Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020	118	2020
An algorithm for online k-means clustering E Liberty, R Sriharsha, M Sviridenko 2016 Proceedings of the eighteenth workshop on algorithm engineering and …, 2016	111	2016
Optimal quantile approximation in streams Z Karnin, K Lang, E Liberty 2016 ieee 57th annual symposium on foundations of computer science (focs), 71-78, 2016	105	2016
Proxquant: Quantized neural networks via proximal operators Y Bai, YX Wang, E Liberty arXiv preprint arXiv:1810.00861, 2018	104	2018
Combining video material and data JH Wilkinson US Patent 7,831,127, 2010	98*	2010
Online Principal Component Analysis C Boutsidis, D Garber, Z Karnin, E Liberty	82*
Methods for identifying video segments and displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,898,714, 2014	70*	2014
The mailman algorithm: A note on matrix–vector multiplication E Liberty, SW Zucker Information Processing Letters 109 (3), 179-182, 2009	64	2009
Improved approximation algorithms for bipartite correlation clustering N Ailon, N Avigdor-Elgrabli, E Liberty, A Van Zuylen European Symposium on Algorithms, 25-36, 2011	57	2011

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