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 | 627 | 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 | 420 | 2008 |
Simple and deterministic matrix sketching E Liberty Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 349 | 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 | 306 | 2010 |
Fast dimension reduction using Rademacher series on dual BCH codes N Ailon, E Liberty Discrete & Computational Geometry 42 (4), 615-630, 2009 | 262 | 2009 |
Frequent directions: Simple and deterministic matrix sketching M Ghashami, E Liberty, JM Phillips, DP Woodruff SIAM Journal on Computing 45 (5), 1762-1792, 2016 | 180 | 2016 |
An almost optimal unrestricted fast Johnson-Lindenstrauss transform N Ailon, E Liberty ACM Transactions on Algorithms (TALG) 9 (3), 1-12, 2013 | 168 | 2013 |
Methods for displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,769,584, 2014 | 151 | 2014 |
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 | 151 | 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 | 148 | 2011 |
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 | 132 | 2020 |
Methods for identifying video segments and displaying contextual targeted content on a connected television Z Neumeier, E Liberty US Patent 8,595,781, 2013 | 132 | 2013 |
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 | 121 | 2016 |
Proxquant: Quantized neural networks via proximal operators Y Bai, YX Wang, E Liberty arXiv preprint arXiv:1810.00861, 2018 | 120 | 2018 |
An algorithm for online k-means clustering E Liberty, R Sriharsha, M Sviridenko 2016 Proceedings of the eighteenth workshop on algorithm engineering and …, 2016 | 119 | 2016 |
Combining video material and data JH Wilkinson US Patent 7,831,127, 2010 | 100* | 2010 |
Online Principal Component Analysis C Boutsidis, D Garber, Z Karnin, E Liberty | 85* | |
Methods for identifying video segments and displaying contextually targeted content on a connected television Z Neumeier, E Liberty US Patent 8,898,714, 2014 | 71* | 2014 |
The mailman algorithm: A note on matrix–vector multiplication E Liberty, SW Zucker Information Processing Letters 109 (3), 179-182, 2009 | 68 | 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 | 64 | 2011 |