Efficient coordinate-wise leading eigenvector computation

Efficient coordinate-wise leading eigenvector computation

25 February 2017

Papers citing "Efficient coordinate-wise leading eigenvector computation"

12 / 12 papers shown

Title
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain Zeyuan Allen-Zhu Yuanzhi Li 53 129 0 12 Jul 2016
Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain Elad Hazan Chi Jin Cameron Musco Praneeth Netrapalli 48 78 0 27 May 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis Rong Ge Chi Jin Sham Kakade Praneeth Netrapalli Aaron Sidford 42 78 0 13 Apr 2016
Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling Zeyuan Allen-Zhu Zheng Qu Peter Richtárik Yang Yuan 64 171 0 30 Dec 2015
Fast and Simple PCA via Convex Optimization Dan Garber Elad Hazan 20 90 0 18 Sep 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection J. Nutini Mark Schmidt I. Laradji M. Friedlander H. Koepke 43 222 0 01 Jun 2015
The Noisy Power Method: A Meta Algorithm with Applications Moritz Hardt Eric Price 53 203 0 11 Nov 2013
On the Complexity Analysis of Randomized Block-Coordinate Descent Methods Zhaosong Lu Lin Xiao 49 254 0 21 May 2013
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 88 414 0 07 Mar 2013
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 85 487 0 04 Dec 2012
Parallel Coordinate Descent for L1-Regularized Loss Minimization Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin 66 309 0 26 May 2011
A Tutorial on Spectral Clustering U. V. Luxburg 181 10,497 0 01 Nov 2007