Edo Liberty

Randomized algorithms for the low-rank approximation of matrices

Edo Liberty, Franco Woolfe, Per‐Gunnar Martinsson et al. · Proceedings of the National Academy of Sciences · 2007 · 570 citations · Full text

Computing, Computer Science, Algorithms +16

A fast randomized algorithm for the approximation of matrices

Franco Woolfe, Edo Liberty, Vladimir Rokhlin et al. · Applied and Computational Harmonic Analysis · 2007 · 275 citations

Computing, Computer Science, Mathematics +10

Simple and deterministic matrix sketching

Edo Liberty · 2013 · 273 citations

Computing, Computer Engineering, Computer Science +17

Fast Dimension Reduction Using Rademacher Series on Dual BCH Codes

Nir Ailon, Edo Liberty · Discrete & Computational Geometry · 2008 · 201 citations · Full text

Computing, Computer Engineering, Computer Science +8

Frequent Directions: Simple and Deterministic Matrix Sketching

Mina Ghashami, Edo Liberty, Jeff M. Phillips et al. · SIAM Journal on Computing · 2016 · 144 citations

Computing, Computer Science, Algorithms +13