Edo Liberty

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Zohar KarninamazonVerified email at amazon.com
Steven W ZuckerYale UniversityVerified email at yale.edu
Vladimir RokhlinProfessor of Computer Science and Mathematics, Yale UniversityVerified email at cs.yale.edu
Yosi KellerFaculty of Engineering, Bar Ilan UniversityVerified email at biu.ac.il
Ronald Coifmanprofessor of mathematics yale universityVerified email at math.yale.edu
Maxim SviridenkoYahoo! ResearchVerified email at yahoo-inc.com
Oren SomekhYahoo ResearchVerified email at yahoo-inc.com
Per-Gunnar MartinssonProfessor of Mathematics, University of Texas at AustinVerified email at ices.utexas.edu
Mauro MaggioniBloomberg Distinguished Professor of Mathematics and Applied MathematicsVerified email at jhu.edu
Liran KatzirGoogle ResearchVerified email at cs.technion.ac.il
Justin ThalerGeorgetown UniversityVerified email at georgetown.edu
Mina GhashamiPh.D. student of Computer Science, University of UtahVerified email at cs.utah.edu
Jeff PhillipsAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Christos BoutsidisGoldman SachsVerified email at gs.com
David WoodruffCarnegie Mellon UniversityVerified email at cs.cmu.edu
Noa Avigdor-ElgrabliResearch Scientist, Yahoo!Verified email at yahoo-inc.com
Shachar LovettAssociate Professor of Computer Science, University of California San DiegoVerified email at eng.ucsd.edu
Yehuda KorenGoogleVerified email at google.com
Dan GarberAssistant Professor at Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Roy SchwartzComputer Science Department, TechnionVerified email at cs.technion.ac.il

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	478	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	308	2008
Simple and deterministic matrix sketching E Liberty Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	253	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	218	2010
Fast dimension reduction using Rademacher series on dual BCH codes N Ailon, E Liberty Discrete & Computational Geometry 42 (4), 615-630, 2009	216	2009
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	138	2007
An almost optimal unrestricted fast Johnson-Lindenstrauss transform N Ailon, E Liberty ACM Transactions on Algorithms (TALG) 9 (3), 1-12, 2013	130	2013
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	122	2011
Methods for displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,769,584, 2014	111	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	107	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	103	2016
Combining video material and data JH Wilkinson US Patent 7,831,127, 2010	85	2010
Online Principal Component Analysis C Boutsidis, D Garber, Z Karnin, E Liberty	71*
An algorithm for online k-means clustering E Liberty, R Sriharsha, M Sviridenko 2016 Proceedings of the eighteenth workshop on algorithm engineering and …, 2016	68	2016
Methods for identifying video segments and displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,898,714, 2014	53*	2014
Dense fast random projections and lean walsh transforms E Liberty, N Ailon, A Singer Approximation, Randomization and Combinatorial Optimization. Algorithms and …, 2008	52	2008
The mailman algorithm: A note on matrix–vector multiplication E Liberty, SW Zucker Information Processing Letters 109 (3), 179-182, 2009	44	2009
Threading machine generated email N Ailon, ZS Karnin, E Liberty, Y Maarek Proceedings of the sixth ACM international conference on Web search and data …, 2013	40	2013
Proxquant: Quantized neural networks via proximal operators Y Bai, YX Wang, E Liberty arXiv preprint arXiv:1810.00861, 2018	38	2018
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	38	2016

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