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Edo Liberty
Edo Liberty
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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
6422007
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
4302008
Simple and deterministic matrix sketching
E Liberty
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
3582013
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
3072010
Fast dimension reduction using Rademacher series on dual BCH codes
N Ailon, E Liberty
Discrete & Computational Geometry 42 (4), 615-630, 2009
2632009
Frequent directions: Simple and deterministic matrix sketching
M Ghashami, E Liberty, JM Phillips, DP Woodruff
SIAM Journal on Computing 45 (5), 1762-1792, 2016
1892016
An almost optimal unrestricted fast Johnson-Lindenstrauss transform
N Ailon, E Liberty
ACM Transactions on Algorithms (TALG) 9 (3), 1-12, 2013
1682013
Methods for displaying contextually targeted content on a connected television
Z Neumeier, E Liberty
US Patent 8,769,584, 2014
1532014
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
1512011
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
1512007
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
1372020
Methods for identifying video segments and displaying contextual targeted content on a connected television
Z Neumeier, E Liberty
US Patent 8,595,781, 2013
1322013
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
1292016
Proxquant: Quantized neural networks via proximal operators
Y Bai, YX Wang, E Liberty
arXiv preprint arXiv:1810.00861, 2018
1222018
An algorithm for online k-means clustering
E Liberty, R Sriharsha, M Sviridenko
2016 Proceedings of the eighteenth workshop on algorithm engineering and …, 2016
1222016
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*
The mailman algorithm: A note on matrix–vector multiplication
E Liberty, SW Zucker
Information Processing Letters 109 (3), 179-182, 2009
722009
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
Stratified sampling meets machine learning
K Lang, E Liberty, K Shmakov
Proceedings of the 33rd International Conference on International Conference …, 2016
66*2016
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