Principal Component Projection Without Principal Component Analysis

22 February 2016

Papers citing "Principal Component Projection Without Principal Component Analysis"

7 / 7 papers shown

Title
Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning Michal Dereziñski Christopher Musco Jiaming Yang 55 2 0 09 May 2024
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality Yi Zhang Orestis Plevrakis S. Du Xingguo Li Zhao Song Sanjeev Arora 29 51 0 16 Feb 2020
Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms and Hardness Cameron Musco Praneeth Netrapalli Aaron Sidford Shashanka Ubaru David P. Woodruff 8 36 0 13 Apr 2017
Fast estimation of approximate matrix ranks using spectral densities Shashanka Ubaru Y. Saad A. Seghouane 14 21 0 19 Aug 2016
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation Zeyuan Allen-Zhu Yuanzhi Li 19 20 0 16 Aug 2016
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition Zeyuan Allen-Zhu Yuanzhi Li 16 50 0 20 Jul 2016
Katyusha: The First Direct Acceleration of Stochastic Gradient Methods Zeyuan Allen-Zhu ODL 20 577 0 18 Mar 2016