Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition

21 April 2015

Papers citing "Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition"

5 / 5 papers shown

Title
An implementation of a randomized algorithm for principal component analysis Arthur Szlam Y. Kluger M. Tygert 57 43 0 11 Dec 2014
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 116 358 0 24 Oct 2014
Randomized algorithms for low-rank matrix factorizations: sharp performance bounds Rafi Witten Emmanuel Candes 72 75 0 26 Aug 2013
An algorithm for the principal component analysis of large data sets N. Halko P. Martinsson Y. Shkolnisky M. Tygert 108 280 0 30 Jul 2010
A randomized algorithm for principal component analysis V. Rokhlin Arthur Szlam M. Tygert 87 432 0 12 Sep 2008