Faster Principal Component Regression and Stable Matrix Chebyshev Approximation

16 August 2016

Papers citing "Faster Principal Component Regression and Stable Matrix Chebyshev Approximation"

6 / 6 papers shown

Title
First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate Zeyuan Allen-Zhu Yuanzhi Li 75 100 0 26 Jul 2016
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition Zeyuan Allen-Zhu Yuanzhi Li 49 51 0 20 Jul 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain Zeyuan Allen-Zhu Yuanzhi Li 57 129 0 12 Jul 2016
Katyusha: The First Direct Acceleration of Stochastic Gradient Methods Zeyuan Allen-Zhu ODL 96 580 0 18 Mar 2016
Principal Component Projection Without Principal Component Analysis Roy Frostig Cameron Musco Christopher Musco Aaron Sidford 50 32 0 22 Feb 2016
Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling Zeyuan Allen-Zhu Zheng Qu Peter Richtárik Yang Yuan 72 172 0 30 Dec 2015