Toward a unified theory of sparse dimensionality reduction in Euclidean space

11 November 2013

Papers citing "Toward a unified theory of sparse dimensionality reduction in Euclidean space"

8 / 8 papers shown

Title
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 111 358 0 24 Oct 2014
Randomized Sketches of Convex Programs with Sharp Guarantees Mert Pilanci Martin J. Wainwright 347 177 0 29 Apr 2014
Dimensionality reduction with subgaussian matrices: a unified theory S. Dirksen 79 82 0 17 Feb 2014
The Fast Cauchy Transform and Faster Robust Linear Regression K. Clarkson P. Drineas M. Magdon-Ismail Michael W. Mahoney Xiangrui Meng David P. Woodruff OOD 69 98 0 19 Jul 2012
Randomized Dimensionality Reduction for k-means Clustering Christos Boutsidis Anastasios Zouzias Michael W. Mahoney P. Drineas 85 221 0 13 Oct 2011
Fast approximation of matrix coherence and statistical leverage P. Drineas M. Magdon-Ismail Michael W. Mahoney David P. Woodruff 145 533 0 18 Sep 2011
Fast, Linear Time Hierarchical Clustering using the Baire Metric Pedro Contreras F. Murtagh 66 28 0 11 Jun 2011
Feature Hashing for Large Scale Multitask Learning Kilian Q. Weinberger A. Dasgupta Josh Attenberg John Langford Alex Smola 116 1,023 0 12 Feb 2009